I: pbuilder: network access will be disabled during build
I: Current time: Sat Mar 21 09:24:39 -12 2026
I: pbuilder-time-stamp: 1774128279
I: Building the build Environment
I: extracting base tarball [/var/cache/pbuilder/unstable-reproducible-base.tgz]
I: copying local configuration
W: --override-config is not set; not updating apt.conf Read the manpage for details.
I: mounting /proc filesystem
I: mounting /sys filesystem
I: creating /{dev,run}/shm
I: mounting /dev/pts filesystem
I: redirecting /dev/ptmx to /dev/pts/ptmx
I: policy-rc.d already exists
I: Copying source file
I: copying [weka_3.6.14-4.dsc]
I: copying [./weka_3.6.14.orig.tar.gz]
I: copying [./weka_3.6.14-4.debian.tar.xz]
I: Extracting source
dpkg-source: warning: cannot verify inline signature for ./weka_3.6.14-4.dsc: unsupported subcommand
dpkg-source: info: extracting weka in weka-3.6.14
dpkg-source: info: unpacking weka_3.6.14.orig.tar.gz
dpkg-source: info: unpacking weka_3.6.14-4.debian.tar.xz
dpkg-source: info: using patch list from debian/patches/series
dpkg-source: info: applying jar.patch
dpkg-source: info: applying disable-rmic-static-stub.patch
dpkg-source: info: applying reproducible.patch
dpkg-source: info: applying set_compiler_release.patch
I: Not using root during the build.
I: Installing the build-deps
I: user script /srv/workspace/pbuilder/2464537/tmp/hooks/D02_print_environment starting
I: set
BUILDDIR='/build/reproducible-path'
BUILDUSERGECOS='first user,first room,first work-phone,first home-phone,first other'
BUILDUSERNAME='pbuilder1'
BUILD_ARCH='arm64'
DEBIAN_FRONTEND='noninteractive'
DEB_BUILD_OPTIONS='buildinfo=+all reproducible=+all parallel=12 '
DISTRIBUTION='unstable'
HOME='/root'
HOST_ARCH='arm64'
IFS='
'
INVOCATION_ID='ee442a1a8eb74bfbaeda945df851b776'
LANG='C'
LANGUAGE='en_US:en'
LC_ALL='C'
MAIL='/var/mail/root'
OPTIND='1'
PATH='/usr/sbin:/usr/bin:/sbin:/bin:/usr/games'
PBCURRENTCOMMANDLINEOPERATION='build'
PBUILDER_OPERATION='build'
PBUILDER_PKGDATADIR='/usr/share/pbuilder'
PBUILDER_PKGLIBDIR='/usr/lib/pbuilder'
PBUILDER_SYSCONFDIR='/etc'
PPID='2464537'
PS1='# '
PS2='> '
PS4='+ '
PWD='/'
SHELL='/bin/bash'
SHLVL='2'
SUDO_COMMAND='/usr/bin/timeout -k 18.1h 18h /usr/bin/ionice -c 3 /usr/bin/nice /usr/sbin/pbuilder --build --configfile /srv/reproducible-results/rbuild-debian/r-b-build.vlf3Iso0/pbuilderrc_9CJJ --distribution unstable --hookdir /etc/pbuilder/first-build-hooks --debbuildopts -b --basetgz /var/cache/pbuilder/unstable-reproducible-base.tgz --buildresult /srv/reproducible-results/rbuild-debian/r-b-build.vlf3Iso0/b1 --logfile b1/build.log weka_3.6.14-4.dsc'
SUDO_GID='109'
SUDO_UID='104'
SUDO_USER='jenkins'
TERM='unknown'
TZ='/usr/share/zoneinfo/Etc/GMT+12'
USER='root'
_='/usr/bin/systemd-run'
http_proxy='http://192.168.101.4:3128'
I: uname -a
Linux codethink03-arm64 6.1.0-31-cloud-arm64 #1 SMP Debian 6.1.128-1 (2025-02-07) aarch64 GNU/Linux
I: ls -l /bin
lrwxrwxrwx 1 root root 7 Nov 22 2024 /bin -> usr/bin
I: user script /srv/workspace/pbuilder/2464537/tmp/hooks/D02_print_environment finished
-> Attempting to satisfy build-dependencies
-> Creating pbuilder-satisfydepends-dummy package
Package: pbuilder-satisfydepends-dummy
Version: 0.invalid.0
Architecture: arm64
Maintainer: Debian Pbuilder Team <pbuilder-maint@lists.alioth.debian.org>
Description: Dummy package to satisfy dependencies with aptitude - created by pbuilder
This package was created automatically by pbuilder to satisfy the
build-dependencies of the package being currently built.
Depends: ant, cup (>= 0.11a+20060608), debhelper-compat (= 13), default-jdk, ghostscript, jflex, texlive-latex-base, texlive-latex-extra
dpkg-deb: building package 'pbuilder-satisfydepends-dummy' in '/tmp/satisfydepends-aptitude/pbuilder-satisfydepends-dummy.deb'.
Selecting previously unselected package pbuilder-satisfydepends-dummy.
(Reading database ... 19922 files and directories currently installed.)
Preparing to unpack .../pbuilder-satisfydepends-dummy.deb ...
Unpacking pbuilder-satisfydepends-dummy (0.invalid.0) ...
dpkg: pbuilder-satisfydepends-dummy: dependency problems, but configuring anyway as you requested:
pbuilder-satisfydepends-dummy depends on ant; however:
Package ant is not installed.
pbuilder-satisfydepends-dummy depends on cup (>= 0.11a+20060608); however:
Package cup is not installed.
pbuilder-satisfydepends-dummy depends on debhelper-compat (= 13); however:
Package debhelper-compat is not installed.
pbuilder-satisfydepends-dummy depends on default-jdk; however:
Package default-jdk is not installed.
pbuilder-satisfydepends-dummy depends on ghostscript; however:
Package ghostscript is not installed.
pbuilder-satisfydepends-dummy depends on jflex; however:
Package jflex is not installed.
pbuilder-satisfydepends-dummy depends on texlive-latex-base; however:
Package texlive-latex-base is not installed.
pbuilder-satisfydepends-dummy depends on texlive-latex-extra; however:
Package texlive-latex-extra is not installed.
Setting up pbuilder-satisfydepends-dummy (0.invalid.0) ...
Reading package lists...
Building dependency tree...
Reading state information...
Initializing package states...
Writing extended state information...
Building tag database...
pbuilder-satisfydepends-dummy is already installed at the requested version (0.invalid.0)
pbuilder-satisfydepends-dummy is already installed at the requested version (0.invalid.0)
The following NEW packages will be installed:
adwaita-icon-theme{a} ant{a} at-spi2-common{a} autoconf{a} automake{a} autopoint{a} autotools-dev{a} bsdextrautils{a} ca-certificates{a} ca-certificates-java{a} cup{a} dbus{a} dbus-bin{a} dbus-daemon{a} dbus-session-bus-common{a} dbus-system-bus-common{a} dbus-user-session{a} dconf-gsettings-backend{a} dconf-service{a} debhelper{a} default-jdk{a} default-jdk-headless{a} default-jre{a} default-jre-headless{a} dh-autoreconf{a} dh-strip-nondeterminism{a} dwz{a} file{a} fontconfig{a} fontconfig-config{a} fonts-dejavu-core{a} fonts-dejavu-mono{a} fonts-lmodern{a} fonts-urw-base35{a} gettext{a} gettext-base{a} ghostscript{a} groff-base{a} gtk-update-icon-cache{a} hicolor-icon-theme{a} intltool-debian{a} java-common{a} jflex{a} libapache-pom-java{a} libapparmor1{a} libarchive-zip-perl{a} libasound2-data{a} libasound2t64{a} libatk-bridge2.0-0t64{a} libatk1.0-0t64{a} libatspi2.0-0t64{a} libavahi-client3{a} libavahi-common-data{a} libavahi-common3{a} libbrotli1{a} libcairo-gobject2{a} libcairo2{a} libcloudproviders0{a} libcolord2{a} libcom-err2{a} libcommons-logging-java{a} libcommons-parent-java{a} libcups2t64{a} libdatrie1{a} libdbus-1-3{a} libdconf1{a} libdebhelper-perl{a} libdeflate0{a} libdrm-amdgpu1{a} libdrm-common{a} libdrm-radeon1{a} libdrm2{a} libedit2{a} libelf1t64{a} libepoxy0{a} libexpat1{a} libffi8{a} libfile-stripnondeterminism-perl{a} libfontbox-java{a} libfontconfig1{a} libfontenc1{a} libfreetype6{a} libfribidi0{a} libgbm1{a} libgdk-pixbuf-2.0-0{a} libgdk-pixbuf2.0-common{a} libgif7{a} libgl1{a} libgl1-mesa-dri{a} libglapi-mesa{a} libglib2.0-0t64{a} libglvnd0{a} libglx-mesa0{a} libglx0{a} libgnutls30t64{a} libgraphite2-3{a} libgs-common{a} libgs10{a} libgs10-common{a} libgssapi-krb5-2{a} libgtk-3-0t64{a} libgtk-3-common{a} libharfbuzz0b{a} libice6{a} libicu72{a} libidn12{a} libidn2-0{a} libijs-0.35{a} libjbig0{a} libjbig2dec0{a} libjpeg62-turbo{a} libk5crypto3{a} libkeyutils1{a} libkpathsea6{a} libkrb5-3{a} libkrb5support0{a} liblcms2-2{a} liblerc4{a} libllvm19{a} libmagic-mgc{a} libmagic1t64{a} libmpfi0{a} libnspr4{a} libnss3{a} libopenjp2-7{a} libp11-kit0{a} libpam-systemd{a} libpango-1.0-0{a} libpangocairo-1.0-0{a} libpangoft2-1.0-0{a} libpaper-utils{a} libpaper2{a} libpcsclite1{a} libpdfbox-java{a} libpipeline1{a} libpixman-1-0{a} libpng16-16t64{a} libpotrace0{a} libproc2-0{a} libptexenc1{a} libpython3-stdlib{a} libpython3.13-minimal{a} libpython3.13-stdlib{a} libreadline8t64{a} libsensors-config{a} libsensors5{a} libsharpyuv0{a} libsm6{a} libsynctex2{a} libsystemd-shared{a} libtasn1-6{a} libteckit0{a} libtexlua53-5{a} libtext-charwidth-perl{a} libtext-wrapi18n-perl{a} libthai-data{a} libthai0{a} libtiff6{a} libtool{a} libuchardet0{a} libunistring5{a} libvulkan1{a} libwayland-client0{a} libwayland-cursor0{a} libwayland-egl1{a} libwayland-server0{a} libwebp7{a} libx11-6{a} libx11-data{a} libx11-xcb1{a} libxau6{a} libxaw7{a} libxcb-dri3-0{a} libxcb-glx0{a} libxcb-present0{a} libxcb-randr0{a} libxcb-render0{a} libxcb-shm0{a} libxcb-sync1{a} libxcb-xfixes0{a} libxcb1{a} libxcomposite1{a} libxcursor1{a} libxdamage1{a} libxdmcp6{a} libxext6{a} libxfixes3{a} libxi6{a} libxinerama1{a} libxkbcommon0{a} libxml2{a} libxmu6{a} libxpm4{a} libxrandr2{a} libxrender1{a} libxshmfence1{a} libxt6t64{a} libxtst6{a} libxxf86vm1{a} libz3-4{a} libzzip-0-13t64{a} m4{a} man-db{a} media-types{a} mesa-libgallium{a} netbase{a} openjdk-21-jdk{a} openjdk-21-jdk-headless{a} openjdk-21-jre{a} openjdk-21-jre-headless{a} openssl{a} po-debconf{a} poppler-data{a} preview-latex-style{a} procps{a} python3{a} python3-minimal{a} python3.13{a} python3.13-minimal{a} readline-common{a} sensible-utils{a} shared-mime-info{a} systemd{a} systemd-sysv{a} t1utils{a} tex-common{a} texlive-base{a} texlive-binaries{a} texlive-latex-base{a} texlive-latex-extra{a} texlive-latex-recommended{a} texlive-pictures{a} tzdata{a} ucf{a} x11-common{a} xdg-utils{a} xfonts-encodings{a} xfonts-utils{a} xkb-data{a}
The following packages are RECOMMENDED but will NOT be installed:
alsa-topology-conf alsa-ucm-conf ant-optional at-spi2-core chrony curl dvisvgm fonts-dejavu-extra fonts-droid-fallback krb5-locales libarchive-cpio-perl libatk-wrapper-java-jni libfile-mimeinfo-perl libgdk-pixbuf2.0-bin libglib2.0-data libgtk-3-bin libkmod2 libltdl-dev libmail-sendmail-perl libnet-dbus-perl libnss-systemd librsvg2-common libspreadsheet-parseexcel-perl libx11-protocol-perl libxt-dev linux-sysctl-defaults lmodern lynx mesa-vulkan-drivers ntpsec openntpd psmisc ruby systemd-cryptsetup systemd-timesyncd texlive-fonts-recommended texlive-plain-generic tk wget x11-utils x11-xserver-utils xdg-user-dirs
0 packages upgraded, 239 newly installed, 0 to remove and 0 not upgraded.
Need to get 342 MB of archives. After unpacking 1151 MB will be used.
Writing extended state information...
Get: 1 http://deb.debian.org/debian unstable/main arm64 libsystemd-shared arm64 257.3-1 [1907 kB]
Get: 2 http://deb.debian.org/debian unstable/main arm64 libapparmor1 arm64 3.1.7-2 [41.7 kB]
Get: 3 http://deb.debian.org/debian unstable/main arm64 systemd arm64 257.3-1 [2922 kB]
Get: 4 http://deb.debian.org/debian unstable/main arm64 systemd-sysv arm64 257.3-1 [61.4 kB]
Get: 5 http://deb.debian.org/debian unstable/main arm64 libdbus-1-3 arm64 1.16.0-1 [168 kB]
Get: 6 http://deb.debian.org/debian unstable/main arm64 dbus-bin arm64 1.16.0-1 [77.7 kB]
Get: 7 http://deb.debian.org/debian unstable/main arm64 dbus-session-bus-common all 1.16.0-1 [51.1 kB]
Get: 8 http://deb.debian.org/debian unstable/main arm64 libexpat1 arm64 2.6.4-1 [90.7 kB]
Get: 9 http://deb.debian.org/debian unstable/main arm64 dbus-daemon arm64 1.16.0-1 [150 kB]
Get: 10 http://deb.debian.org/debian unstable/main arm64 dbus-system-bus-common all 1.16.0-1 [52.2 kB]
Get: 11 http://deb.debian.org/debian unstable/main arm64 dbus arm64 1.16.0-1 [69.4 kB]
Get: 12 http://deb.debian.org/debian unstable/main arm64 poppler-data all 0.4.12-1 [1601 kB]
Get: 13 http://deb.debian.org/debian unstable/main arm64 libpython3.13-minimal arm64 3.13.2-1 [853 kB]
Get: 14 http://deb.debian.org/debian unstable/main arm64 python3.13-minimal arm64 3.13.2-1 [1997 kB]
Get: 15 http://deb.debian.org/debian unstable/main arm64 python3-minimal arm64 3.13.1-2 [27.0 kB]
Get: 16 http://deb.debian.org/debian unstable/main arm64 media-types all 11.0.0 [27.6 kB]
Get: 17 http://deb.debian.org/debian unstable/main arm64 netbase all 6.4 [12.8 kB]
Get: 18 http://deb.debian.org/debian unstable/main arm64 tzdata all 2025a-2 [259 kB]
Get: 19 http://deb.debian.org/debian unstable/main arm64 libffi8 arm64 3.4.7-1 [21.2 kB]
Get: 20 http://deb.debian.org/debian unstable/main arm64 readline-common all 8.2-6 [69.4 kB]
Get: 21 http://deb.debian.org/debian unstable/main arm64 libreadline8t64 arm64 8.2-6 [159 kB]
Get: 22 http://deb.debian.org/debian unstable/main arm64 libpython3.13-stdlib arm64 3.13.2-1 [1914 kB]
Get: 23 http://deb.debian.org/debian unstable/main arm64 python3.13 arm64 3.13.2-1 [745 kB]
Get: 24 http://deb.debian.org/debian unstable/main arm64 libpython3-stdlib arm64 3.13.1-2 [9952 B]
Get: 25 http://deb.debian.org/debian unstable/main arm64 python3 arm64 3.13.1-2 [28.0 kB]
Get: 26 http://deb.debian.org/debian unstable/main arm64 libproc2-0 arm64 2:4.0.4-7 [62.4 kB]
Get: 27 http://deb.debian.org/debian unstable/main arm64 procps arm64 2:4.0.4-7 [868 kB]
Get: 28 http://deb.debian.org/debian unstable/main arm64 sensible-utils all 0.0.24 [24.8 kB]
Get: 29 http://deb.debian.org/debian unstable/main arm64 openssl arm64 3.4.1-1 [1390 kB]
Get: 30 http://deb.debian.org/debian unstable/main arm64 ca-certificates all 20241223 [164 kB]
Get: 31 http://deb.debian.org/debian unstable/main arm64 libmagic-mgc arm64 1:5.45-3+b1 [314 kB]
Get: 32 http://deb.debian.org/debian unstable/main arm64 libmagic1t64 arm64 1:5.45-3+b1 [102 kB]
Get: 33 http://deb.debian.org/debian unstable/main arm64 file arm64 1:5.45-3+b1 [43.4 kB]
Get: 34 http://deb.debian.org/debian unstable/main arm64 gettext-base arm64 0.23.1-1 [241 kB]
Get: 35 http://deb.debian.org/debian unstable/main arm64 libuchardet0 arm64 0.0.8-1+b2 [69.2 kB]
Get: 36 http://deb.debian.org/debian unstable/main arm64 groff-base arm64 1.23.0-7 [1129 kB]
Get: 37 http://deb.debian.org/debian unstable/main arm64 libpam-systemd arm64 257.3-1 [273 kB]
Get: 38 http://deb.debian.org/debian unstable/main arm64 bsdextrautils arm64 2.40.4-3 [92.0 kB]
Get: 39 http://deb.debian.org/debian unstable/main arm64 libpipeline1 arm64 1.5.8-1 [40.2 kB]
Get: 40 http://deb.debian.org/debian unstable/main arm64 man-db arm64 2.13.0-1 [1404 kB]
Get: 41 http://deb.debian.org/debian unstable/main arm64 libtext-charwidth-perl arm64 0.04-11+b4 [9652 B]
Get: 42 http://deb.debian.org/debian unstable/main arm64 libtext-wrapi18n-perl all 0.06-10 [8808 B]
Get: 43 http://deb.debian.org/debian unstable/main arm64 ucf all 3.0049 [42.5 kB]
Get: 44 http://deb.debian.org/debian unstable/main arm64 libgdk-pixbuf2.0-common all 2.42.12+dfsg-2 [311 kB]
Get: 45 http://deb.debian.org/debian unstable/main arm64 libglib2.0-0t64 arm64 2.83.3-2 [1421 kB]
Get: 46 http://deb.debian.org/debian unstable/main arm64 libicu72 arm64 72.1-6 [9239 kB]
Get: 47 http://deb.debian.org/debian unstable/main arm64 libxml2 arm64 2.12.7+dfsg+really2.9.14-0.2+b1 [630 kB]
Get: 48 http://deb.debian.org/debian unstable/main arm64 shared-mime-info arm64 2.4-5+b2 [756 kB]
Get: 49 http://deb.debian.org/debian unstable/main arm64 libjpeg62-turbo arm64 1:2.1.5-3+b1 [173 kB]
Get: 50 http://deb.debian.org/debian unstable/main arm64 libpng16-16t64 arm64 1.6.46-4 [276 kB]
Get: 51 http://deb.debian.org/debian unstable/main arm64 libdeflate0 arm64 1.23-1+b1 [42.5 kB]
Get: 52 http://deb.debian.org/debian unstable/main arm64 libjbig0 arm64 2.1-6.1+b2 [30.4 kB]
Get: 53 http://deb.debian.org/debian unstable/main arm64 liblerc4 arm64 4.0.0+ds-5 [146 kB]
Get: 54 http://deb.debian.org/debian unstable/main arm64 libsharpyuv0 arm64 1.5.0-0.1 [114 kB]
Get: 55 http://deb.debian.org/debian unstable/main arm64 libwebp7 arm64 1.5.0-0.1 [271 kB]
Get: 56 http://deb.debian.org/debian unstable/main arm64 libtiff6 arm64 4.5.1+git230720-5 [309 kB]
Get: 57 http://deb.debian.org/debian unstable/main arm64 libgdk-pixbuf-2.0-0 arm64 2.42.12+dfsg-2 [131 kB]
Get: 58 http://deb.debian.org/debian unstable/main arm64 gtk-update-icon-cache arm64 4.17.4+ds-4 [50.8 kB]
Get: 59 http://deb.debian.org/debian unstable/main arm64 hicolor-icon-theme all 0.18-2 [11.8 kB]
Get: 60 http://deb.debian.org/debian unstable/main arm64 adwaita-icon-theme all 48~beta-3 [504 kB]
Get: 61 http://deb.debian.org/debian unstable/main arm64 ca-certificates-java all 20240118 [11.6 kB]
Get: 62 http://deb.debian.org/debian unstable/main arm64 java-common all 0.76 [6776 B]
Get: 63 http://deb.debian.org/debian unstable/main arm64 liblcms2-2 arm64 2.16-2 [151 kB]
Get: 64 http://deb.debian.org/debian unstable/main arm64 libnspr4 arm64 2:4.36-1 [102 kB]
Get: 65 http://deb.debian.org/debian unstable/main arm64 libnss3 arm64 2:3.108-1 [1293 kB]
Get: 66 http://deb.debian.org/debian unstable/main arm64 libpcsclite1 arm64 2.3.1-1 [55.3 kB]
Get: 67 http://deb.debian.org/debian unstable/main arm64 openjdk-21-jre-headless arm64 21.0.6+7-1 [40.6 MB]
Get: 68 http://deb.debian.org/debian unstable/main arm64 default-jre-headless arm64 2:1.21-76 [3192 B]
Get: 69 http://deb.debian.org/debian unstable/main arm64 ant all 1.10.15-1 [2163 kB]
Get: 70 http://deb.debian.org/debian unstable/main arm64 at-spi2-common all 2.55.2-1 [170 kB]
Get: 71 http://deb.debian.org/debian unstable/main arm64 m4 arm64 1.4.19-5 [284 kB]
Get: 72 http://deb.debian.org/debian unstable/main arm64 autoconf all 2.72-3 [493 kB]
Get: 73 http://deb.debian.org/debian unstable/main arm64 autotools-dev all 20220109.1 [51.6 kB]
Get: 74 http://deb.debian.org/debian unstable/main arm64 automake all 1:1.17-3 [862 kB]
Get: 75 http://deb.debian.org/debian unstable/main arm64 autopoint all 0.23.1-1 [770 kB]
Get: 76 http://deb.debian.org/debian unstable/main arm64 cup all 0.11b-20160615-3 [155 kB]
Get: 77 http://deb.debian.org/debian unstable/main arm64 dbus-user-session arm64 1.16.0-1 [51.0 kB]
Get: 78 http://deb.debian.org/debian unstable/main arm64 libdconf1 arm64 0.40.0-5 [40.4 kB]
Get: 79 http://deb.debian.org/debian unstable/main arm64 dconf-service arm64 0.40.0-5 [30.9 kB]
Get: 80 http://deb.debian.org/debian unstable/main arm64 dconf-gsettings-backend arm64 0.40.0-5 [27.3 kB]
Get: 81 http://deb.debian.org/debian unstable/main arm64 libdebhelper-perl all 13.24.1 [90.9 kB]
Get: 82 http://deb.debian.org/debian unstable/main arm64 libtool all 2.5.4-3 [539 kB]
Get: 83 http://deb.debian.org/debian unstable/main arm64 dh-autoreconf all 20 [17.1 kB]
Get: 84 http://deb.debian.org/debian unstable/main arm64 libarchive-zip-perl all 1.68-1 [104 kB]
Get: 85 http://deb.debian.org/debian unstable/main arm64 libfile-stripnondeterminism-perl all 1.14.1-2 [19.7 kB]
Get: 86 http://deb.debian.org/debian unstable/main arm64 dh-strip-nondeterminism all 1.14.1-2 [8620 B]
Get: 87 http://deb.debian.org/debian unstable/main arm64 libelf1t64 arm64 0.192-4 [189 kB]
Get: 88 http://deb.debian.org/debian unstable/main arm64 dwz arm64 0.15-1+b1 [102 kB]
Get: 89 http://deb.debian.org/debian unstable/main arm64 libunistring5 arm64 1.3-1 [449 kB]
Get: 90 http://deb.debian.org/debian unstable/main arm64 gettext arm64 0.23.1-1 [1610 kB]
Get: 91 http://deb.debian.org/debian unstable/main arm64 intltool-debian all 0.35.0+20060710.6 [22.9 kB]
Get: 92 http://deb.debian.org/debian unstable/main arm64 po-debconf all 1.0.21+nmu1 [248 kB]
Get: 93 http://deb.debian.org/debian unstable/main arm64 debhelper all 13.24.1 [920 kB]
Get: 94 http://deb.debian.org/debian unstable/main arm64 libatk1.0-0t64 arm64 2.55.2-1 [50.1 kB]
Get: 95 http://deb.debian.org/debian unstable/main arm64 libxau6 arm64 1:1.0.11-1 [20.6 kB]
Get: 96 http://deb.debian.org/debian unstable/main arm64 libxdmcp6 arm64 1:1.1.5-1 [27.8 kB]
Get: 97 http://deb.debian.org/debian unstable/main arm64 libxcb1 arm64 1.17.0-2+b1 [143 kB]
Get: 98 http://deb.debian.org/debian unstable/main arm64 libx11-data all 2:1.8.10-2 [337 kB]
Get: 99 http://deb.debian.org/debian unstable/main arm64 libx11-6 arm64 2:1.8.10-2 [789 kB]
Get: 100 http://deb.debian.org/debian unstable/main arm64 libxext6 arm64 2:1.3.4-1+b3 [49.2 kB]
Get: 101 http://deb.debian.org/debian unstable/main arm64 libxi6 arm64 2:1.8.2-1 [77.8 kB]
Get: 102 http://deb.debian.org/debian unstable/main arm64 libatspi2.0-0t64 arm64 2.55.2-1 [73.1 kB]
Get: 103 http://deb.debian.org/debian unstable/main arm64 libatk-bridge2.0-0t64 arm64 2.55.2-1 [64.5 kB]
Get: 104 http://deb.debian.org/debian unstable/main arm64 libbrotli1 arm64 1.1.0-2+b6 [297 kB]
Get: 105 http://deb.debian.org/debian unstable/main arm64 libfreetype6 arm64 2.13.3+dfsg-1 [422 kB]
Get: 106 http://deb.debian.org/debian unstable/main arm64 fonts-dejavu-mono all 2.37-8 [489 kB]
Get: 107 http://deb.debian.org/debian unstable/main arm64 fonts-dejavu-core all 2.37-8 [840 kB]
Get: 108 http://deb.debian.org/debian unstable/main arm64 libfontenc1 arm64 1:1.1.8-1+b2 [22.5 kB]
Get: 109 http://deb.debian.org/debian unstable/main arm64 x11-common all 1:7.7+24 [217 kB]
Get: 110 http://deb.debian.org/debian unstable/main arm64 xfonts-encodings all 1:1.0.4-2.2 [577 kB]
Get: 111 http://deb.debian.org/debian unstable/main arm64 xfonts-utils arm64 1:7.7+7 [89.3 kB]
Get: 112 http://deb.debian.org/debian unstable/main arm64 fonts-urw-base35 all 20200910-8 [10.8 MB]
Get: 113 http://deb.debian.org/debian unstable/main arm64 fontconfig-config arm64 2.15.0-2 [317 kB]
Get: 114 http://deb.debian.org/debian unstable/main arm64 libfontconfig1 arm64 2.15.0-2 [386 kB]
Get: 115 http://deb.debian.org/debian unstable/main arm64 libpixman-1-0 arm64 0.44.0-3 [168 kB]
Get: 116 http://deb.debian.org/debian unstable/main arm64 libxcb-render0 arm64 1.17.0-2+b1 [115 kB]
Get: 117 http://deb.debian.org/debian unstable/main arm64 libxcb-shm0 arm64 1.17.0-2+b1 [105 kB]
Get: 118 http://deb.debian.org/debian unstable/main arm64 libxrender1 arm64 1:0.9.10-1.1+b4 [27.2 kB]
Get: 119 http://deb.debian.org/debian unstable/main arm64 libcairo2 arm64 1.18.2-2 [483 kB]
Get: 120 http://deb.debian.org/debian unstable/main arm64 libcairo-gobject2 arm64 1.18.2-2 [130 kB]
Get: 121 http://deb.debian.org/debian unstable/main arm64 libcloudproviders0 arm64 0.3.6-1+b1 [27.7 kB]
Get: 122 http://deb.debian.org/debian unstable/main arm64 libcolord2 arm64 1.4.7-1+b2 [130 kB]
Get: 123 http://deb.debian.org/debian unstable/main arm64 libavahi-common-data arm64 0.8-16 [112 kB]
Get: 124 http://deb.debian.org/debian unstable/main arm64 libavahi-common3 arm64 0.8-16 [43.3 kB]
Get: 125 http://deb.debian.org/debian unstable/main arm64 libavahi-client3 arm64 0.8-16 [46.7 kB]
Get: 126 http://deb.debian.org/debian unstable/main arm64 libidn2-0 arm64 2.3.7-2+b1 [127 kB]
Get: 127 http://deb.debian.org/debian unstable/main arm64 libp11-kit0 arm64 0.25.5-3 [409 kB]
Get: 128 http://deb.debian.org/debian unstable/main arm64 libtasn1-6 arm64 4.20.0-2 [47.3 kB]
Get: 129 http://deb.debian.org/debian unstable/main arm64 libgnutls30t64 arm64 3.8.9-2 [1374 kB]
Get: 130 http://deb.debian.org/debian unstable/main arm64 libkrb5support0 arm64 1.21.3-4 [32.2 kB]
Get: 131 http://deb.debian.org/debian unstable/main arm64 libcom-err2 arm64 1.47.2-1 [23.9 kB]
Get: 132 http://deb.debian.org/debian unstable/main arm64 libk5crypto3 arm64 1.21.3-4 [81.5 kB]
Get: 133 http://deb.debian.org/debian unstable/main arm64 libkeyutils1 arm64 1.6.3-4 [9352 B]
Get: 134 http://deb.debian.org/debian unstable/main arm64 libkrb5-3 arm64 1.21.3-4 [308 kB]
Get: 135 http://deb.debian.org/debian unstable/main arm64 libgssapi-krb5-2 arm64 1.21.3-4 [127 kB]
Get: 136 http://deb.debian.org/debian unstable/main arm64 libcups2t64 arm64 2.4.10-2+b1 [236 kB]
Get: 137 http://deb.debian.org/debian unstable/main arm64 libepoxy0 arm64 1.5.10-2 [200 kB]
Get: 138 http://deb.debian.org/debian unstable/main arm64 libfribidi0 arm64 1.0.16-1 [26.5 kB]
Get: 139 http://deb.debian.org/debian unstable/main arm64 libgraphite2-3 arm64 1.3.14-2+b1 [70.4 kB]
Get: 140 http://deb.debian.org/debian unstable/main arm64 libharfbuzz0b arm64 10.2.0-1 [443 kB]
Get: 141 http://deb.debian.org/debian unstable/main arm64 fontconfig arm64 2.15.0-2 [462 kB]
Get: 142 http://deb.debian.org/debian unstable/main arm64 libthai-data all 0.1.29-2 [168 kB]
Get: 143 http://deb.debian.org/debian unstable/main arm64 libdatrie1 arm64 0.2.13-3+b1 [37.6 kB]
Get: 144 http://deb.debian.org/debian unstable/main arm64 libthai0 arm64 0.1.29-2+b1 [48.4 kB]
Get: 145 http://deb.debian.org/debian unstable/main arm64 libpango-1.0-0 arm64 1.56.1-1 [213 kB]
Get: 146 http://deb.debian.org/debian unstable/main arm64 libpangoft2-1.0-0 arm64 1.56.1-1 [52.8 kB]
Get: 147 http://deb.debian.org/debian unstable/main arm64 libpangocairo-1.0-0 arm64 1.56.1-1 [33.8 kB]
Get: 148 http://deb.debian.org/debian unstable/main arm64 libwayland-client0 arm64 1.23.1-1 [25.7 kB]
Get: 149 http://deb.debian.org/debian unstable/main arm64 libwayland-cursor0 arm64 1.23.1-1 [11.3 kB]
Get: 150 http://deb.debian.org/debian unstable/main arm64 libwayland-egl1 arm64 1.23.1-1 [5548 B]
Get: 151 http://deb.debian.org/debian unstable/main arm64 libxcomposite1 arm64 1:0.4.6-1 [16.4 kB]
Get: 152 http://deb.debian.org/debian unstable/main arm64 libxfixes3 arm64 1:6.0.0-2+b4 [20.5 kB]
Get: 153 http://deb.debian.org/debian unstable/main arm64 libxcursor1 arm64 1:1.2.3-1 [39.3 kB]
Get: 154 http://deb.debian.org/debian unstable/main arm64 libxdamage1 arm64 1:1.1.6-1+b2 [15.6 kB]
Get: 155 http://deb.debian.org/debian unstable/main arm64 libxinerama1 arm64 2:1.1.4-3+b3 [16.1 kB]
Get: 156 http://deb.debian.org/debian unstable/main arm64 xkb-data all 2.42-1 [790 kB]
Get: 157 http://deb.debian.org/debian unstable/main arm64 libxkbcommon0 arm64 1.7.0-2 [106 kB]
Get: 158 http://deb.debian.org/debian unstable/main arm64 libxrandr2 arm64 2:1.5.4-1+b3 [35.9 kB]
Get: 159 http://deb.debian.org/debian unstable/main arm64 libgtk-3-common all 3.24.48-4 [4873 kB]
Get: 160 http://deb.debian.org/debian unstable/main arm64 libgtk-3-0t64 arm64 3.24.48-4 [2562 kB]
Get: 161 http://deb.debian.org/debian unstable/main arm64 libglvnd0 arm64 1.7.0-1+b2 [41.6 kB]
Get: 162 http://deb.debian.org/debian unstable/main arm64 libdrm-common all 2.4.123-1 [8084 B]
Get: 163 http://deb.debian.org/debian unstable/main arm64 libdrm2 arm64 2.4.123-1 [38.0 kB]
Get: 164 http://deb.debian.org/debian unstable/main arm64 libglapi-mesa arm64 24.3.4-3 [48.2 kB]
Get: 165 http://deb.debian.org/debian unstable/main arm64 libx11-xcb1 arm64 2:1.8.10-2 [241 kB]
Get: 166 http://deb.debian.org/debian unstable/main arm64 libxcb-dri3-0 arm64 1.17.0-2+b1 [107 kB]
Get: 167 http://deb.debian.org/debian unstable/main arm64 libxcb-glx0 arm64 1.17.0-2+b1 [123 kB]
Get: 168 http://deb.debian.org/debian unstable/main arm64 libxcb-present0 arm64 1.17.0-2+b1 [106 kB]
Get: 169 http://deb.debian.org/debian unstable/main arm64 libxcb-xfixes0 arm64 1.17.0-2+b1 [110 kB]
Get: 170 http://deb.debian.org/debian unstable/main arm64 libxxf86vm1 arm64 1:1.1.4-1+b4 [19.2 kB]
Get: 171 http://deb.debian.org/debian unstable/main arm64 libdrm-amdgpu1 arm64 2.4.123-1 [21.6 kB]
Get: 172 http://deb.debian.org/debian unstable/main arm64 libdrm-radeon1 arm64 2.4.123-1 [21.3 kB]
Get: 173 http://deb.debian.org/debian unstable/main arm64 libedit2 arm64 3.1-20250104-1 [89.3 kB]
Get: 174 http://deb.debian.org/debian unstable/main arm64 libz3-4 arm64 4.13.3-1 [7507 kB]
Get: 175 http://deb.debian.org/debian unstable/main arm64 libllvm19 arm64 1:19.1.7-1+b1 [23.3 MB]
Get: 176 http://deb.debian.org/debian unstable/main arm64 libsensors-config all 1:3.6.0-10 [14.6 kB]
Get: 177 http://deb.debian.org/debian unstable/main arm64 libsensors5 arm64 1:3.6.0-10+b1 [34.3 kB]
Get: 178 http://deb.debian.org/debian unstable/main arm64 libxcb-randr0 arm64 1.17.0-2+b1 [117 kB]
Get: 179 http://deb.debian.org/debian unstable/main arm64 libxcb-sync1 arm64 1.17.0-2+b1 [109 kB]
Get: 180 http://deb.debian.org/debian unstable/main arm64 libxshmfence1 arm64 1.3-1+b3 [9104 B]
Get: 181 http://deb.debian.org/debian unstable/main arm64 mesa-libgallium arm64 24.3.4-3 [7910 kB]
Get: 182 http://deb.debian.org/debian unstable/main arm64 libwayland-server0 arm64 1.23.1-1 [33.2 kB]
Get: 183 http://deb.debian.org/debian unstable/main arm64 libgbm1 arm64 24.3.4-3 [43.2 kB]
Get: 184 http://deb.debian.org/debian unstable/main arm64 libvulkan1 arm64 1.4.304.0-1 [126 kB]
Get: 185 http://deb.debian.org/debian unstable/main arm64 libgl1-mesa-dri arm64 24.3.4-3 [44.8 kB]
Get: 186 http://deb.debian.org/debian unstable/main arm64 libglx-mesa0 arm64 24.3.4-3 [142 kB]
Get: 187 http://deb.debian.org/debian unstable/main arm64 libglx0 arm64 1.7.0-1+b2 [31.1 kB]
Get: 188 http://deb.debian.org/debian unstable/main arm64 libgl1 arm64 1.7.0-1+b2 [90.9 kB]
Get: 189 http://deb.debian.org/debian unstable/main arm64 libasound2-data all 1.2.13-1 [21.1 kB]
Get: 190 http://deb.debian.org/debian unstable/main arm64 libasound2t64 arm64 1.2.13-1+b1 [338 kB]
Get: 191 http://deb.debian.org/debian unstable/main arm64 libgif7 arm64 5.2.2-1+b1 [44.2 kB]
Get: 192 http://deb.debian.org/debian unstable/main arm64 libxtst6 arm64 2:1.2.5-1 [25.7 kB]
Get: 193 http://deb.debian.org/debian unstable/main arm64 openjdk-21-jre arm64 21.0.6+7-1 [193 kB]
Get: 194 http://deb.debian.org/debian unstable/main arm64 default-jre arm64 2:1.21-76 [1068 B]
Get: 195 http://deb.debian.org/debian unstable/main arm64 openjdk-21-jdk-headless arm64 21.0.6+7-1 [81.9 MB]
Get: 196 http://deb.debian.org/debian unstable/main arm64 default-jdk-headless arm64 2:1.21-76 [1124 B]
Get: 197 http://deb.debian.org/debian unstable/main arm64 openjdk-21-jdk arm64 21.0.6+7-1 [3438 kB]
Get: 198 http://deb.debian.org/debian unstable/main arm64 default-jdk arm64 2:1.21-76 [1076 B]
Get: 199 http://deb.debian.org/debian unstable/main arm64 fonts-lmodern all 2.005-1 [4540 kB]
Get: 200 http://deb.debian.org/debian unstable/main arm64 libgs-common all 10.04.0~dfsg-2 [148 kB]
Get: 201 http://deb.debian.org/debian unstable/main arm64 libgs10-common all 10.04.0~dfsg-2 [475 kB]
Get: 202 http://deb.debian.org/debian unstable/main arm64 libidn12 arm64 1.42-3 [79.5 kB]
Get: 203 http://deb.debian.org/debian unstable/main arm64 libijs-0.35 arm64 0.35-15.1+b2 [14.9 kB]
Get: 204 http://deb.debian.org/debian unstable/main arm64 libjbig2dec0 arm64 0.20-1+b3 [60.1 kB]
Get: 205 http://deb.debian.org/debian unstable/main arm64 libopenjp2-7 arm64 2.5.3-1 [189 kB]
Get: 206 http://deb.debian.org/debian unstable/main arm64 libpaper2 arm64 2.2.5-0.3+b1 [16.6 kB]
Get: 207 http://deb.debian.org/debian unstable/main arm64 libice6 arm64 2:1.1.1-1 [62.1 kB]
Get: 208 http://deb.debian.org/debian unstable/main arm64 libsm6 arm64 2:1.2.4-1 [34.2 kB]
Get: 209 http://deb.debian.org/debian unstable/main arm64 libxt6t64 arm64 1:1.2.1-1.2+b2 [173 kB]
Get: 210 http://deb.debian.org/debian unstable/main arm64 libgs10 arm64 10.04.0~dfsg-2+b1 [2351 kB]
Get: 211 http://deb.debian.org/debian unstable/main arm64 ghostscript arm64 10.04.0~dfsg-2+b1 [51.0 kB]
Get: 212 http://deb.debian.org/debian unstable/main arm64 jflex all 1.7.0-3 [1716 kB]
Get: 213 http://deb.debian.org/debian unstable/main arm64 libapache-pom-java all 33-2 [5852 B]
Get: 214 http://deb.debian.org/debian unstable/main arm64 libcommons-parent-java all 56-1 [10.8 kB]
Get: 215 http://deb.debian.org/debian unstable/main arm64 libcommons-logging-java all 1.3.0-1 [68.6 kB]
Get: 216 http://deb.debian.org/debian unstable/main arm64 libfontbox-java all 1:1.8.16-5 [211 kB]
Get: 217 http://deb.debian.org/debian unstable/main arm64 libkpathsea6 arm64 2024.20240313.70630+ds-5+b1 [154 kB]
Get: 218 http://deb.debian.org/debian unstable/main arm64 libmpfi0 arm64 1.5.4+ds-4 [34.5 kB]
Get: 219 http://deb.debian.org/debian unstable/main arm64 libpaper-utils arm64 2.2.5-0.3+b1 [16.3 kB]
Get: 220 http://deb.debian.org/debian unstable/main arm64 libpdfbox-java all 1:1.8.16-5 [5527 kB]
Get: 221 http://deb.debian.org/debian unstable/main arm64 libpotrace0 arm64 1.16-2+b2 [23.4 kB]
Get: 222 http://deb.debian.org/debian unstable/main arm64 libptexenc1 arm64 2024.20240313.70630+ds-5+b1 [48.2 kB]
Get: 223 http://deb.debian.org/debian unstable/main arm64 libsynctex2 arm64 2024.20240313.70630+ds-5+b1 [60.6 kB]
Get: 224 http://deb.debian.org/debian unstable/main arm64 libteckit0 arm64 2.5.12+ds1-1+b1 [303 kB]
Get: 225 http://deb.debian.org/debian unstable/main arm64 libtexlua53-5 arm64 2024.20240313.70630+ds-5+b1 [106 kB]
Get: 226 http://deb.debian.org/debian unstable/main arm64 libxmu6 arm64 2:1.1.3-3+b4 [55.7 kB]
Get: 227 http://deb.debian.org/debian unstable/main arm64 libxpm4 arm64 1:3.5.17-1+b3 [53.4 kB]
Get: 228 http://deb.debian.org/debian unstable/main arm64 libxaw7 arm64 2:1.0.16-1 [195 kB]
Get: 229 http://deb.debian.org/debian unstable/main arm64 libzzip-0-13t64 arm64 0.13.72+dfsg.1-1.3 [56.6 kB]
Get: 230 http://deb.debian.org/debian unstable/main arm64 tex-common all 6.18 [32.5 kB]
Get: 231 http://deb.debian.org/debian unstable/main arm64 preview-latex-style all 13.2-1 [350 kB]
Get: 232 http://deb.debian.org/debian unstable/main arm64 t1utils arm64 1.41-4+b1 [57.6 kB]
Get: 233 http://deb.debian.org/debian unstable/main arm64 texlive-binaries arm64 2024.20240313.70630+ds-5+b1 [7357 kB]
Get: 234 http://deb.debian.org/debian unstable/main arm64 xdg-utils all 1.2.1-2 [75.8 kB]
Get: 235 http://deb.debian.org/debian unstable/main arm64 texlive-base all 2024.20250114-1 [22.8 MB]
Get: 236 http://deb.debian.org/debian unstable/main arm64 texlive-latex-base all 2024.20250114-1 [1282 kB]
Get: 237 http://deb.debian.org/debian unstable/main arm64 texlive-latex-recommended all 2024.20250114-1 [8760 kB]
Get: 238 http://deb.debian.org/debian unstable/main arm64 texlive-pictures all 2024.20250114-1 [17.1 MB]
Get: 239 http://deb.debian.org/debian unstable/main arm64 texlive-latex-extra all 2024.20250114-1 [24.7 MB]
Fetched 342 MB in 1s (293 MB/s)
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Unpacking libapparmor1:arm64 (3.1.7-2) ...
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Setting up libapparmor1:arm64 (3.1.7-2) ...
Setting up systemd (257.3-1) ...
Created symlink '/etc/systemd/system/getty.target.wants/getty@tty1.service' -> '/usr/lib/systemd/system/getty@.service'.
Created symlink '/etc/systemd/system/multi-user.target.wants/remote-fs.target' -> '/usr/lib/systemd/system/remote-fs.target'.
Created symlink '/etc/systemd/system/sysinit.target.wants/systemd-pstore.service' -> '/usr/lib/systemd/system/systemd-pstore.service'.
Initializing machine ID from random generator.
Creating group 'systemd-journal' with GID 999.
Creating group 'systemd-network' with GID 998.
Creating user 'systemd-network' (systemd Network Management) with UID 998 and GID 998.
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Setting up libicu72:arm64 (72.1-6) ...
Setting up libxcb-xfixes0:arm64 (1.17.0-2+b1) ...
Setting up liblerc4:arm64 (4.0.0+ds-5) ...
Setting up bsdextrautils (2.40.4-3) ...
Setting up hicolor-icon-theme (0.18-2) ...
Setting up java-common (0.76) ...
Setting up libdatrie1:arm64 (0.2.13-3+b1) ...
Setting up libmagic-mgc (1:5.45-3+b1) ...
Setting up libxcb-render0:arm64 (1.17.0-2+b1) ...
Setting up libarchive-zip-perl (1.68-1) ...
Setting up libglvnd0:arm64 (1.7.0-1+b2) ...
Setting up libijs-0.35:arm64 (0.35-15.1+b2) ...
Setting up libxcb-glx0:arm64 (1.17.0-2+b1) ...
Setting up libdebhelper-perl (13.24.1) ...
Setting up libgs-common (10.04.0~dfsg-2) ...
Setting up libbrotli1:arm64 (1.1.0-2+b6) ...
Setting up libfontbox-java (1:1.8.16-5) ...
Setting up libedit2:arm64 (3.1-20250104-1) ...
Setting up libgdk-pixbuf2.0-common (2.42.12+dfsg-2) ...
Setting up libmagic1t64:arm64 (1:5.45-3+b1) ...
Setting up x11-common (1:7.7+24) ...
Running in chroot, ignoring request.
Setting up X socket directories... /tmp/.X11-unix /tmp/.ICE-unix.
Setting up libsensors-config (1:3.6.0-10) ...
Setting up libdeflate0:arm64 (1.23-1+b1) ...
Setting up gettext-base (0.23.1-1) ...
Setting up m4 (1.4.19-5) ...
Setting up xkb-data (2.42-1) ...
Setting up libxcb-shm0:arm64 (1.17.0-2+b1) ...
Setting up libcom-err2:arm64 (1.47.2-1) ...
Setting up file (1:5.45-3+b1) ...
Setting up libtext-wrapi18n-perl (0.06-10) ...
Setting up libjbig0:arm64 (2.1-6.1+b2) ...
Setting up libelf1t64:arm64 (0.192-4) ...
Setting up poppler-data (0.4.12-1) ...
Setting up libkrb5support0:arm64 (1.21.3-4) ...
Setting up tzdata (2025a-2) ...
Current default time zone: 'Etc/UTC'
Local time is now: Sat Mar 21 21:25:24 UTC 2026.
Universal Time is now: Sat Mar 21 21:25:24 UTC 2026.
Run 'dpkg-reconfigure tzdata' if you wish to change it.
Setting up libxcb-present0:arm64 (1.17.0-2+b1) ...
Setting up libasound2-data (1.2.13-1) ...
Setting up libfontenc1:arm64 (1:1.1.8-1+b2) ...
Setting up autotools-dev (20220109.1) ...
Setting up libz3-4:arm64 (4.13.3-1) ...
Setting up libasound2t64:arm64 (1.2.13-1+b1) ...
Setting up libjpeg62-turbo:arm64 (1:2.1.5-3+b1) ...
Setting up libzzip-0-13t64:arm64 (0.13.72+dfsg.1-1.3) ...
Setting up libx11-data (2:1.8.10-2) ...
Setting up libepoxy0:arm64 (1.5.10-2) ...
Setting up libnspr4:arm64 (2:4.36-1) ...
Setting up libxcb-sync1:arm64 (1.17.0-2+b1) ...
Setting up libjbig2dec0:arm64 (0.20-1+b3) ...
Setting up libteckit0:arm64 (2.5.12+ds1-1+b1) ...
Setting up libapache-pom-java (33-2) ...
Setting up libavahi-common-data:arm64 (0.8-16) ...
Setting up libdbus-1-3:arm64 (1.16.0-1) ...
Setting up xfonts-encodings (1:1.0.4-2.2) ...
Setting up libfribidi0:arm64 (1.0.16-1) ...
Setting up t1utils (1.41-4+b1) ...
Setting up libtexlua53-5:arm64 (2024.20240313.70630+ds-5+b1) ...
Setting up libproc2-0:arm64 (2:4.0.4-7) ...
Setting up libunistring5:arm64 (1.3-1) ...
Setting up fonts-dejavu-mono (2.37-8) ...
Setting up libpng16-16t64:arm64 (1.6.46-4) ...
Setting up libidn12:arm64 (1.42-3) ...
Setting up autopoint (0.23.1-1) ...
Setting up libmpfi0:arm64 (1.5.4+ds-4) ...
Setting up fonts-dejavu-core (2.37-8) ...
Setting up libpcsclite1:arm64 (2.3.1-1) ...
Setting up libsensors5:arm64 (1:3.6.0-10+b1) ...
Setting up libk5crypto3:arm64 (1.21.3-4) ...
Setting up libglapi-mesa:arm64 (24.3.4-3) ...
Setting up libkpathsea6:arm64 (2024.20240313.70630+ds-5+b1) ...
Setting up libvulkan1:arm64 (1.4.304.0-1) ...
Setting up autoconf (2.72-3) ...
Setting up libwebp7:arm64 (1.5.0-0.1) ...
Setting up libgif7:arm64 (5.2.2-1+b1) ...
Setting up libffi8:arm64 (3.4.7-1) ...
Setting up dwz (0.15-1+b1) ...
Setting up sensible-utils (0.0.24) ...
Setting up libxshmfence1:arm64 (1.3-1+b3) ...
Setting up at-spi2-common (2.55.2-1) ...
Setting up libtiff6:arm64 (4.5.1+git230720-5) ...
Setting up libxcb-randr0:arm64 (1.17.0-2+b1) ...
Setting up dbus-session-bus-common (1.16.0-1) ...
Setting up libuchardet0:arm64 (0.0.8-1+b2) ...
Setting up procps (2:4.0.4-7) ...
Setting up libtasn1-6:arm64 (4.20.0-2) ...
Setting up fonts-lmodern (2.005-1) ...
Setting up libopenjp2-7:arm64 (2.5.3-1) ...
Setting up libx11-6:arm64 (2:1.8.10-2) ...
Setting up libthai-data (0.1.29-2) ...
Setting up netbase (6.4) ...
Setting up libkrb5-3:arm64 (1.21.3-4) ...
Setting up libwayland-egl1:arm64 (1.23.1-1) ...
Setting up libpaper2:arm64 (2.2.5-0.3+b1) ...
Setting up dbus-system-bus-common (1.16.0-1) ...
useradd: Warning: missing or non-executable shell '/usr/sbin/nologin'
Setting up openssl (3.4.1-1) ...
Setting up libdrm-common (2.4.123-1) ...
Setting up libxcomposite1:arm64 (1:0.4.6-1) ...
Setting up readline-common (8.2-6) ...
Setting up libxml2:arm64 (2.12.7+dfsg+really2.9.14-0.2+b1) ...
Setting up xdg-utils (1.2.1-2) ...
update-alternatives: using /usr/bin/xdg-open to provide /usr/bin/open (open) in auto mode
Setting up dbus-bin (1.16.0-1) ...
Setting up libsynctex2:arm64 (2024.20240313.70630+ds-5+b1) ...
Setting up libxkbcommon0:arm64 (1.7.0-2) ...
Setting up libpotrace0:arm64 (1.16-2+b2) ...
Setting up libwayland-client0:arm64 (1.23.1-1) ...
Setting up automake (1:1.17-3) ...
update-alternatives: using /usr/bin/automake-1.17 to provide /usr/bin/automake (automake) in auto mode
Setting up libfile-stripnondeterminism-perl (1.14.1-2) ...
Setting up libxcb-dri3-0:arm64 (1.17.0-2+b1) ...
Setting up libllvm19:arm64 (1:19.1.7-1+b1) ...
Setting up libwayland-server0:arm64 (1.23.1-1) ...
Setting up libx11-xcb1:arm64 (2:1.8.10-2) ...
Setting up libice6:arm64 (2:1.1.1-1) ...
Setting up gettext (0.23.1-1) ...
Setting up libxdamage1:arm64 (1:1.1.6-1+b2) ...
Setting up libpdfbox-java (1:1.8.16-5) ...
Setting up libxpm4:arm64 (1:3.5.17-1+b3) ...
Setting up libxrender1:arm64 (1:0.9.10-1.1+b4) ...
Setting up libtool (2.5.4-3) ...
Setting up fontconfig-config (2.15.0-2) ...
Setting up libcommons-parent-java (56-1) ...
Setting up libavahi-common3:arm64 (0.8-16) ...
Setting up libcommons-logging-java (1.3.0-1) ...
Setting up libxext6:arm64 (2:1.3.4-1+b3) ...
Setting up libidn2-0:arm64 (2.3.7-2+b1) ...
Setting up libnss3:arm64 (2:3.108-1) ...
Setting up dbus-daemon (1.16.0-1) ...
Setting up libpaper-utils (2.2.5-0.3+b1) ...
Setting up libxxf86vm1:arm64 (1:1.1.4-1+b4) ...
Setting up intltool-debian (0.35.0+20060710.6) ...
Setting up dh-autoreconf (20) ...
Setting up libthai0:arm64 (0.1.29-2+b1) ...
Setting up ca-certificates (20241223) ...
Updating certificates in /etc/ssl/certs...
152 added, 0 removed; done.
Setting up libglib2.0-0t64:arm64 (2.83.3-2) ...
Setting up libptexenc1:arm64 (2024.20240313.70630+ds-5+b1) ...
Setting up libfreetype6:arm64 (2.13.3+dfsg-1) ...
Setting up libxfixes3:arm64 (1:6.0.0-2+b4) ...
Setting up dbus (1.16.0-1) ...
Running in chroot, ignoring request.
invoke-rc.d: policy-rc.d denied execution of start.
Setting up shared-mime-info (2.4-5+b2) ...
Setting up libp11-kit0:arm64 (0.25.5-3) ...
Setting up libxinerama1:arm64 (2:1.1.4-3+b3) ...
Setting up libgssapi-krb5-2:arm64 (1.21.3-4) ...
Setting up libxrandr2:arm64 (2:1.5.4-1+b3) ...
Setting up ucf (3.0049) ...
Setting up libreadline8t64:arm64 (8.2-6) ...
Setting up dh-strip-nondeterminism (1.14.1-2) ...
Setting up libdrm2:arm64 (2.4.123-1) ...
Setting up groff-base (1.23.0-7) ...
Setting up libwayland-cursor0:arm64 (1.23.1-1) ...
Setting up libpam-systemd:arm64 (257.3-1) ...
Setting up libharfbuzz0b:arm64 (10.2.0-1) ...
Setting up libgdk-pixbuf-2.0-0:arm64 (2.42.12+dfsg-2) ...
Setting up libfontconfig1:arm64 (2.15.0-2) ...
Setting up ca-certificates-java (20240118) ...
No JRE found. Skipping Java certificates setup.
Setting up libsm6:arm64 (2:1.2.4-1) ...
Setting up libpython3.13-stdlib:arm64 (3.13.2-1) ...
Setting up libavahi-client3:arm64 (0.8-16) ...
Setting up libpython3-stdlib:arm64 (3.13.1-2) ...
Setting up libdrm-amdgpu1:arm64 (2.4.123-1) ...
Setting up libgnutls30t64:arm64 (3.8.9-2) ...
Setting up gtk-update-icon-cache (4.17.4+ds-4) ...
Setting up fontconfig (2.15.0-2) ...
Regenerating fonts cache... done.
Setting up libatk1.0-0t64:arm64 (2.55.2-1) ...
Setting up openjdk-21-jre-headless:arm64 (21.0.6+7-1) ...
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/java to provide /usr/bin/java (java) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jpackage to provide /usr/bin/jpackage (jpackage) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/keytool to provide /usr/bin/keytool (keytool) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/rmiregistry to provide /usr/bin/rmiregistry (rmiregistry) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/lib/jexec to provide /usr/bin/jexec (jexec) in auto mode
Setting up libxi6:arm64 (2:1.8.2-1) ...
Setting up python3.13 (3.13.2-1) ...
Setting up libdrm-radeon1:arm64 (2.4.123-1) ...
Setting up libxtst6:arm64 (2:1.2.5-1) ...
Setting up po-debconf (1.0.21+nmu1) ...
Setting up libxcursor1:arm64 (1:1.2.3-1) ...
Setting up libpango-1.0-0:arm64 (1.56.1-1) ...
Setting up libcloudproviders0:arm64 (0.3.6-1+b1) ...
Setting up python3 (3.13.1-2) ...
Setting up xfonts-utils (1:7.7+7) ...
Setting up man-db (2.13.0-1) ...
Not building database; man-db/auto-update is not 'true'.
Created symlink '/etc/systemd/system/timers.target.wants/man-db.timer' -> '/usr/lib/systemd/system/man-db.timer'.
Setting up libcairo2:arm64 (1.18.2-2) ...
Setting up libcolord2:arm64 (1.4.7-1+b2) ...
Setting up libdconf1:arm64 (0.40.0-5) ...
Setting up tex-common (6.18) ...
update-language: texlive-base not installed and configured, doing nothing!
Setting up dbus-user-session (1.16.0-1) ...
Setting up adwaita-icon-theme (48~beta-3) ...
update-alternatives: using /usr/share/icons/Adwaita/cursor.theme to provide /usr/share/icons/default/index.theme (x-cursor-theme) in auto mode
Setting up libatspi2.0-0t64:arm64 (2.55.2-1) ...
Setting up libxt6t64:arm64 (1:1.2.1-1.2+b2) ...
Setting up libcairo-gobject2:arm64 (1.18.2-2) ...
Setting up libpangoft2-1.0-0:arm64 (1.56.1-1) ...
Setting up libcups2t64:arm64 (2.4.10-2+b1) ...
Setting up libpangocairo-1.0-0:arm64 (1.56.1-1) ...
Setting up libatk-bridge2.0-0t64:arm64 (2.55.2-1) ...
Setting up mesa-libgallium:arm64 (24.3.4-3) ...
Setting up libxmu6:arm64 (2:1.1.3-3+b4) ...
Setting up libgbm1:arm64 (24.3.4-3) ...
Setting up preview-latex-style (13.2-1) ...
Setting up libgl1-mesa-dri:arm64 (24.3.4-3) ...
Setting up debhelper (13.24.1) ...
Setting up dconf-service (0.40.0-5) ...
Setting up libxaw7:arm64 (2:1.0.16-1) ...
Setting up fonts-urw-base35 (20200910-8) ...
Setting up texlive-binaries (2024.20240313.70630+ds-5+b1) ...
update-alternatives: using /usr/bin/xdvi-xaw to provide /usr/bin/xdvi.bin (xdvi.bin) in auto mode
update-alternatives: using /usr/bin/bibtex.original to provide /usr/bin/bibtex (bibtex) in auto mode
Setting up texlive-base (2024.20250114-1) ...
tl-paper: setting paper size for dvips to a4: /var/lib/texmf/dvips/config/config-paper.ps
tl-paper: setting paper size for dvipdfmx to a4: /var/lib/texmf/dvipdfmx/dvipdfmx-paper.cfg
tl-paper: setting paper size for xdvi to a4: /var/lib/texmf/xdvi/XDvi-paper
tl-paper: setting paper size for pdftex to a4: /var/lib/texmf/tex/generic/tex-ini-files/pdftexconfig.tex
Setting up libgs10-common (10.04.0~dfsg-2) ...
Setting up libglx-mesa0:arm64 (24.3.4-3) ...
Setting up libglx0:arm64 (1.7.0-1+b2) ...
Setting up dconf-gsettings-backend:arm64 (0.40.0-5) ...
Setting up libgl1:arm64 (1.7.0-1+b2) ...
Setting up texlive-latex-base (2024.20250114-1) ...
Setting up texlive-latex-recommended (2024.20250114-1) ...
Setting up texlive-pictures (2024.20250114-1) ...
Setting up libgtk-3-common (3.24.48-4) ...
Setting up libgs10:arm64 (10.04.0~dfsg-2+b1) ...
Setting up texlive-latex-extra (2024.20250114-1) ...
Setting up ghostscript (10.04.0~dfsg-2+b1) ...
Setting up libgtk-3-0t64:arm64 (3.24.48-4) ...
Processing triggers for libc-bin (2.40-7) ...
Processing triggers for systemd (257.3-1) ...
Processing triggers for ca-certificates-java (20240118) ...
Adding debian:ACCVRAIZ1.pem
Adding debian:AC_RAIZ_FNMT-RCM.pem
Adding debian:AC_RAIZ_FNMT-RCM_SERVIDORES_SEGUROS.pem
Adding debian:ANF_Secure_Server_Root_CA.pem
Adding debian:Actalis_Authentication_Root_CA.pem
Adding debian:AffirmTrust_Commercial.pem
Adding debian:AffirmTrust_Networking.pem
Adding debian:AffirmTrust_Premium.pem
Adding debian:AffirmTrust_Premium_ECC.pem
Adding debian:Amazon_Root_CA_1.pem
Adding debian:Amazon_Root_CA_2.pem
Adding debian:Amazon_Root_CA_3.pem
Adding debian:Amazon_Root_CA_4.pem
Adding debian:Atos_TrustedRoot_2011.pem
Adding debian:Atos_TrustedRoot_Root_CA_ECC_TLS_2021.pem
Adding debian:Atos_TrustedRoot_Root_CA_RSA_TLS_2021.pem
Adding debian:Autoridad_de_Certificacion_Firmaprofesional_CIF_A62634068.pem
Adding debian:BJCA_Global_Root_CA1.pem
Adding debian:BJCA_Global_Root_CA2.pem
Adding debian:Baltimore_CyberTrust_Root.pem
Adding debian:Buypass_Class_2_Root_CA.pem
Adding debian:Buypass_Class_3_Root_CA.pem
Adding debian:CA_Disig_Root_R2.pem
Adding debian:CFCA_EV_ROOT.pem
Adding debian:COMODO_Certification_Authority.pem
Adding debian:COMODO_ECC_Certification_Authority.pem
Adding debian:COMODO_RSA_Certification_Authority.pem
Adding debian:Certainly_Root_E1.pem
Adding debian:Certainly_Root_R1.pem
Adding debian:Certigna.pem
Adding debian:Certigna_Root_CA.pem
Adding debian:Certum_EC-384_CA.pem
Adding debian:Certum_Trusted_Network_CA.pem
Adding debian:Certum_Trusted_Network_CA_2.pem
Adding debian:Certum_Trusted_Root_CA.pem
Adding debian:CommScope_Public_Trust_ECC_Root-01.pem
Adding debian:CommScope_Public_Trust_ECC_Root-02.pem
Adding debian:CommScope_Public_Trust_RSA_Root-01.pem
Adding debian:CommScope_Public_Trust_RSA_Root-02.pem
Adding debian:Comodo_AAA_Services_root.pem
Adding debian:D-TRUST_BR_Root_CA_1_2020.pem
Adding debian:D-TRUST_EV_Root_CA_1_2020.pem
Adding debian:D-TRUST_Root_Class_3_CA_2_2009.pem
Adding debian:D-TRUST_Root_Class_3_CA_2_EV_2009.pem
Adding debian:DigiCert_Assured_ID_Root_CA.pem
Adding debian:DigiCert_Assured_ID_Root_G2.pem
Adding debian:DigiCert_Assured_ID_Root_G3.pem
Adding debian:DigiCert_Global_Root_CA.pem
Adding debian:DigiCert_Global_Root_G2.pem
Adding debian:DigiCert_Global_Root_G3.pem
Adding debian:DigiCert_High_Assurance_EV_Root_CA.pem
Adding debian:DigiCert_TLS_ECC_P384_Root_G5.pem
Adding debian:DigiCert_TLS_RSA4096_Root_G5.pem
Adding debian:DigiCert_Trusted_Root_G4.pem
Adding debian:Entrust.net_Premium_2048_Secure_Server_CA.pem
Adding debian:Entrust_Root_Certification_Authority.pem
Adding debian:Entrust_Root_Certification_Authority_-_EC1.pem
Adding debian:Entrust_Root_Certification_Authority_-_G2.pem
Adding debian:Entrust_Root_Certification_Authority_-_G4.pem
Adding debian:FIRMAPROFESIONAL_CA_ROOT-A_WEB.pem
Adding debian:GDCA_TrustAUTH_R5_ROOT.pem
Adding debian:GLOBALTRUST_2020.pem
Adding debian:GTS_Root_R1.pem
Adding debian:GTS_Root_R2.pem
Adding debian:GTS_Root_R3.pem
Adding debian:GTS_Root_R4.pem
Adding debian:GlobalSign_ECC_Root_CA_-_R4.pem
Adding debian:GlobalSign_ECC_Root_CA_-_R5.pem
Adding debian:GlobalSign_Root_CA.pem
Adding debian:GlobalSign_Root_CA_-_R3.pem
Adding debian:GlobalSign_Root_CA_-_R6.pem
Adding debian:GlobalSign_Root_E46.pem
Adding debian:GlobalSign_Root_R46.pem
Adding debian:Go_Daddy_Class_2_CA.pem
Adding debian:Go_Daddy_Root_Certificate_Authority_-_G2.pem
Adding debian:HARICA_TLS_ECC_Root_CA_2021.pem
Adding debian:HARICA_TLS_RSA_Root_CA_2021.pem
Adding debian:Hellenic_Academic_and_Research_Institutions_ECC_RootCA_2015.pem
Adding debian:Hellenic_Academic_and_Research_Institutions_RootCA_2015.pem
Adding debian:HiPKI_Root_CA_-_G1.pem
Adding debian:Hongkong_Post_Root_CA_3.pem
Adding debian:ISRG_Root_X1.pem
Adding debian:ISRG_Root_X2.pem
Adding debian:IdenTrust_Commercial_Root_CA_1.pem
Adding debian:IdenTrust_Public_Sector_Root_CA_1.pem
Adding debian:Izenpe.com.pem
Adding debian:Microsec_e-Szigno_Root_CA_2009.pem
Adding debian:Microsoft_ECC_Root_Certificate_Authority_2017.pem
Adding debian:Microsoft_RSA_Root_Certificate_Authority_2017.pem
Adding debian:NAVER_Global_Root_Certification_Authority.pem
Adding debian:NetLock_Arany_=Class_Gold=_FÅ‘tanúsÃtvány.pem
Adding debian:OISTE_WISeKey_Global_Root_GB_CA.pem
Adding debian:OISTE_WISeKey_Global_Root_GC_CA.pem
Adding debian:QuoVadis_Root_CA_1_G3.pem
Adding debian:QuoVadis_Root_CA_2.pem
Adding debian:QuoVadis_Root_CA_2_G3.pem
Adding debian:QuoVadis_Root_CA_3.pem
Adding debian:QuoVadis_Root_CA_3_G3.pem
Adding debian:SSL.com_EV_Root_Certification_Authority_ECC.pem
Adding debian:SSL.com_EV_Root_Certification_Authority_RSA_R2.pem
Adding debian:SSL.com_Root_Certification_Authority_ECC.pem
Adding debian:SSL.com_Root_Certification_Authority_RSA.pem
Adding debian:SSL.com_TLS_ECC_Root_CA_2022.pem
Adding debian:SSL.com_TLS_RSA_Root_CA_2022.pem
Adding debian:SZAFIR_ROOT_CA2.pem
Adding debian:Sectigo_Public_Server_Authentication_Root_E46.pem
Adding debian:Sectigo_Public_Server_Authentication_Root_R46.pem
Adding debian:SecureSign_RootCA11.pem
Adding debian:SecureSign_Root_CA12.pem
Adding debian:SecureSign_Root_CA14.pem
Adding debian:SecureSign_Root_CA15.pem
Adding debian:SecureTrust_CA.pem
Adding debian:Secure_Global_CA.pem
Adding debian:Security_Communication_ECC_RootCA1.pem
Adding debian:Security_Communication_RootCA2.pem
Adding debian:Security_Communication_RootCA3.pem
Adding debian:Starfield_Class_2_CA.pem
Adding debian:Starfield_Root_Certificate_Authority_-_G2.pem
Adding debian:Starfield_Services_Root_Certificate_Authority_-_G2.pem
Adding debian:SwissSign_Gold_CA_-_G2.pem
Adding debian:SwissSign_Silver_CA_-_G2.pem
Adding debian:T-TeleSec_GlobalRoot_Class_2.pem
Adding debian:T-TeleSec_GlobalRoot_Class_3.pem
Adding debian:TUBITAK_Kamu_SM_SSL_Kok_Sertifikasi_-_Surum_1.pem
Adding debian:TWCA_CYBER_Root_CA.pem
Adding debian:TWCA_Global_Root_CA.pem
Adding debian:TWCA_Root_Certification_Authority.pem
Adding debian:Telekom_Security_TLS_ECC_Root_2020.pem
Adding debian:Telekom_Security_TLS_RSA_Root_2023.pem
Adding debian:TeliaSonera_Root_CA_v1.pem
Adding debian:Telia_Root_CA_v2.pem
Adding debian:TrustAsia_Global_Root_CA_G3.pem
Adding debian:TrustAsia_Global_Root_CA_G4.pem
Adding debian:Trustwave_Global_Certification_Authority.pem
Adding debian:Trustwave_Global_ECC_P256_Certification_Authority.pem
Adding debian:Trustwave_Global_ECC_P384_Certification_Authority.pem
Adding debian:TunTrust_Root_CA.pem
Adding debian:UCA_Extended_Validation_Root.pem
Adding debian:UCA_Global_G2_Root.pem
Adding debian:USERTrust_ECC_Certification_Authority.pem
Adding debian:USERTrust_RSA_Certification_Authority.pem
Adding debian:XRamp_Global_CA_Root.pem
Adding debian:certSIGN_ROOT_CA.pem
Adding debian:certSIGN_Root_CA_G2.pem
Adding debian:e-Szigno_Root_CA_2017.pem
Adding debian:ePKI_Root_Certification_Authority.pem
Adding debian:emSign_ECC_Root_CA_-_C3.pem
Adding debian:emSign_ECC_Root_CA_-_G3.pem
Adding debian:emSign_Root_CA_-_C1.pem
Adding debian:emSign_Root_CA_-_G1.pem
Adding debian:vTrus_ECC_Root_CA.pem
Adding debian:vTrus_Root_CA.pem
done.
Setting up openjdk-21-jre:arm64 (21.0.6+7-1) ...
Setting up ant (1.10.15-1) ...
Setting up cup (0.11b-20160615-3) ...
Setting up openjdk-21-jdk-headless:arm64 (21.0.6+7-1) ...
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jar to provide /usr/bin/jar (jar) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jarsigner to provide /usr/bin/jarsigner (jarsigner) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/javac to provide /usr/bin/javac (javac) in auto mode
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update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/javap to provide /usr/bin/javap (javap) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jcmd to provide /usr/bin/jcmd (jcmd) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jdb to provide /usr/bin/jdb (jdb) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jdeprscan to provide /usr/bin/jdeprscan (jdeprscan) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jdeps to provide /usr/bin/jdeps (jdeps) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jfr to provide /usr/bin/jfr (jfr) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jimage to provide /usr/bin/jimage (jimage) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jinfo to provide /usr/bin/jinfo (jinfo) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jlink to provide /usr/bin/jlink (jlink) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jmap to provide /usr/bin/jmap (jmap) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jmod to provide /usr/bin/jmod (jmod) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jps to provide /usr/bin/jps (jps) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jrunscript to provide /usr/bin/jrunscript (jrunscript) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jshell to provide /usr/bin/jshell (jshell) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jstack to provide /usr/bin/jstack (jstack) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jstat to provide /usr/bin/jstat (jstat) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jstatd to provide /usr/bin/jstatd (jstatd) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jwebserver to provide /usr/bin/jwebserver (jwebserver) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/serialver to provide /usr/bin/serialver (serialver) in auto mode
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jhsdb to provide /usr/bin/jhsdb (jhsdb) in auto mode
Setting up default-jre-headless (2:1.21-76) ...
Setting up jflex (1.7.0-3) ...
Setting up default-jre (2:1.21-76) ...
Setting up openjdk-21-jdk:arm64 (21.0.6+7-1) ...
update-alternatives: using /usr/lib/jvm/java-21-openjdk-arm64/bin/jconsole to provide /usr/bin/jconsole (jconsole) in auto mode
Setting up default-jdk-headless (2:1.21-76) ...
Setting up default-jdk (2:1.21-76) ...
Processing triggers for ca-certificates (20241223) ...
Updating certificates in /etc/ssl/certs...
0 added, 0 removed; done.
Running hooks in /etc/ca-certificates/update.d...
done.
Processing triggers for tex-common (6.18) ...
Running updmap-sys. This may take some time... done.
Running mktexlsr /var/lib/texmf ... done.
Building format(s) --all.
This may take some time... done.
Processing triggers for ca-certificates-java (20240118) ...
done.
Reading package lists...
Building dependency tree...
Reading state information...
Reading extended state information...
Initializing package states...
Writing extended state information...
Building tag database...
-> Finished parsing the build-deps
I: Building the package
I: Running cd /build/reproducible-path/weka-3.6.14/ && env PATH="/usr/sbin:/usr/bin:/sbin:/bin:/usr/games" HOME="/nonexistent/first-build" dpkg-buildpackage -us -uc -b && env PATH="/usr/sbin:/usr/bin:/sbin:/bin:/usr/games" HOME="/nonexistent/first-build" dpkg-genchanges -S > ../weka_3.6.14-4_source.changes
dpkg-buildpackage: info: source package weka
dpkg-buildpackage: info: source version 3.6.14-4
dpkg-buildpackage: info: source distribution unstable
dpkg-buildpackage: info: source changed by tony mancill <tmancill@debian.org>
dpkg-source --before-build .
dpkg-buildpackage: info: host architecture arm64
debian/rules clean
dh clean
debian/rules override_dh_auto_clean
make[1]: Entering directory '/build/reproducible-path/weka-3.6.14'
rm -f wekadocs/manual/manual.aux
rm -f wekadocs/manual/manual.dvi
rm -f wekadocs/manual/manual.log
rm -f wekadocs/manual/manual.out
rm -f wekadocs/manual/manual.pdf
rm -f wekadocs/manual/manual.toc
dh_auto_clean
ant clean
Buildfile: /build/reproducible-path/weka-3.6.14/build.xml
init_all:
[tstamp] Honouring environment variable SOURCE_DATE_EPOCH which has been set to 1701674200
clean:
[delete] Deleting directory /build/reproducible-path/weka-3.6.14/doc
BUILD SUCCESSFUL
Total time: 0 seconds
make[1]: Leaving directory '/build/reproducible-path/weka-3.6.14'
dh_clean
debian/rules binary
dh binary
dh_update_autotools_config
dh_autoreconf
dh_auto_configure
debian/rules override_dh_auto_build
make[1]: Entering directory '/build/reproducible-path/weka-3.6.14'
dh_auto_build -- exejar docs
ant -Duser.name debian exejar docs
Buildfile: /build/reproducible-path/weka-3.6.14/build.xml
init_all:
[tstamp] Honouring environment variable SOURCE_DATE_EPOCH which has been set to 1701674200
init_compile:
[mkdir] Created dir: /build/reproducible-path/weka-3.6.14/build/classes
compile:
[javac] Compiling 1053 source files to /build/reproducible-path/weka-3.6.14/build/classes
[javac] warning: [options] source value 8 is obsolete and will be removed in a future release
[javac] warning: [options] target value 8 is obsolete and will be removed in a future release
[javac] warning: [options] To suppress warnings about obsolete options, use -Xlint:-options.
[javac] Note: Some input files use or override a deprecated API.
[javac] Note: Recompile with -Xlint:deprecation for details.
[javac] Note: Some input files use unchecked or unsafe operations.
[javac] Note: Recompile with -Xlint:unchecked for details.
[javac] 3 warnings
[copy] Copying 505 files to /build/reproducible-path/weka-3.6.14/build/classes
init_dist:
[mkdir] Created dir: /build/reproducible-path/weka-3.6.14/dist
exejar:
[jar] Building jar: /build/reproducible-path/weka-3.6.14/dist/weka.jar
init_all:
[tstamp] Honouring environment variable SOURCE_DATE_EPOCH which has been set to 1701674200
docs:
[mkdir] Created dir: /build/reproducible-path/weka-3.6.14/doc
[javadoc] Generating Javadoc
[javadoc] Debian build on Java 9+ detected: Adding the --ignore-source-errors option
[javadoc] Debian build on Java 9+ detected: Adding the -Xdoclint:none option
[javadoc] Javadoc execution
[javadoc] Loading source files for package weka.associations...
[javadoc] Loading source files for package weka.associations.gsp...
[javadoc] Loading source files for package weka.associations.tertius...
[javadoc] Loading source files for package weka.attributeSelection...
[javadoc] Loading source files for package weka.classifiers...
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[javadoc] Loading source files for package weka.classifiers.bayes.blr...
[javadoc] Loading source files for package weka.classifiers.bayes.net...
[javadoc] Loading source files for package weka.classifiers.bayes.net.estimate...
[javadoc] Loading source files for package weka.classifiers.bayes.net.search...
[javadoc] Loading source files for package weka.classifiers.bayes.net.search.ci...
[javadoc] Loading source files for package weka.classifiers.bayes.net.search.fixed...
[javadoc] Loading source files for package weka.classifiers.bayes.net.search.global...
[javadoc] Loading source files for package weka.classifiers.bayes.net.search.local...
[javadoc] Loading source files for package weka.classifiers.evaluation...
[javadoc] Loading source files for package weka.classifiers.functions...
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[javadoc] Loading source files for package weka.classifiers.functions.supportVector...
[javadoc] Loading source files for package weka.classifiers.lazy...
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[javadoc] Loading source files for package weka.classifiers.meta...
[javadoc] Loading source files for package weka.classifiers.meta.nestedDichotomies...
[javadoc] Loading source files for package weka.classifiers.mi...
[javadoc] Loading source files for package weka.classifiers.mi.supportVector...
[javadoc] Loading source files for package weka.classifiers.misc...
[javadoc] Loading source files for package weka.classifiers.pmml.consumer...
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[javadoc] Loading source files for package weka.classifiers.trees.adtree...
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[javadoc] Loading source files for package weka.classifiers.trees.m5...
[javadoc] Loading source files for package weka.classifiers.xml...
[javadoc] Loading source files for package weka.clusterers...
[javadoc] Loading source files for package weka.clusterers.forOPTICSAndDBScan.DataObjects...
[javadoc] Loading source files for package weka.clusterers.forOPTICSAndDBScan.Databases...
[javadoc] Loading source files for package weka.clusterers.forOPTICSAndDBScan.OPTICS_GUI...
[javadoc] Loading source files for package weka.clusterers.forOPTICSAndDBScan.Utils...
[javadoc] Loading source files for package weka.core...
[javadoc] Loading source files for package weka.core.converters...
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[javadoc] Loading source files for package weka.core.mathematicalexpression...
[javadoc] Loading source files for package weka.core.matrix...
[javadoc] Loading source files for package weka.core.neighboursearch...
[javadoc] Loading source files for package weka.core.neighboursearch.balltrees...
[javadoc] Loading source files for package weka.core.neighboursearch.covertrees...
[javadoc] Loading source files for package weka.core.neighboursearch.kdtrees...
[javadoc] Loading source files for package weka.core.pmml...
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[javadoc] Loading source files for package weka.core.tokenizers...
[javadoc] Loading source files for package weka.core.xml...
[javadoc] Loading source files for package weka.datagenerators...
[javadoc] Loading source files for package weka.datagenerators.classifiers.classification...
[javadoc] Loading source files for package weka.datagenerators.classifiers.regression...
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[javadoc] Loading source files for package weka.experiment.xml...
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[javadoc] Loading source files for package weka.filters.unsupervised.instance.subsetbyexpression...
[javadoc] Loading source files for package weka.gui...
[javadoc] Loading source files for package weka.gui.arffviewer...
[javadoc] Loading source files for package weka.gui.beans...
[javadoc] Loading source files for package weka.gui.beans.xml...
[javadoc] Loading source files for package weka.gui.boundaryvisualizer...
[javadoc] Loading source files for package weka.gui.experiment...
[javadoc] Loading source files for package weka.gui.explorer...
[javadoc] Loading source files for package weka.gui.graphvisualizer...
[javadoc] Loading source files for package weka.gui.hierarchyvisualizer...
[javadoc] Loading source files for package weka.gui.sql...
[javadoc] Loading source files for package weka.gui.sql.event...
[javadoc] Loading source files for package weka.gui.streams...
[javadoc] Loading source files for package weka.gui.treevisualizer...
[javadoc] Loading source files for package weka.gui.visualize...
[javadoc] Loading source files for package weka.gui.visualize.plugins...
[javadoc] Constructing Javadoc information...
[javadoc] Building index for all the packages and classes...
[javadoc] Standard Doclet version 21.0.6+7-Debian-1
[javadoc] Building tree for all the packages and classes...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/AbstractAssociator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/AbstractClusterer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/AbstractDataSink.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/AbstractDataSinkBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/AbstractDataSource.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/AbstractDataSourceBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/AbstractDensityBasedClusterer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/AbstractEvaluator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/AbstractFileLoader.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/AbstractFileSaver.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/AbstractLoader.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:118: warning: invalid input: '&'
[javadoc] * && model_structureDetermined == false
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:118: warning: invalid input: '&'
[javadoc] * && model_structureDetermined == false
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:119: warning: invalid input: '&'
[javadoc] * && (* successful parse *);
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:119: warning: invalid input: '&'
[javadoc] * && (* successful parse *);
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:122: warning: invalid input: '&'
[javadoc] * && \result.numInstances() == 0
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:122: warning: invalid input: '&'
[javadoc] * && \result.numInstances() == 0
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:123: warning: invalid input: '&'
[javadoc] * && model_structureDetermined == true;
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:123: warning: invalid input: '&'
[javadoc] * && model_structureDetermined == true;
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:146: warning: invalid input: '&'
[javadoc] * && (* successful parse *);
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:146: warning: invalid input: '&'
[javadoc] * && (* successful parse *);
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:149: warning: invalid input: '&'
[javadoc] * && \result.numInstances() >= 0
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:149: warning: invalid input: '&'
[javadoc] * && \result.numInstances() >= 0
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:150: warning: invalid input: '&'
[javadoc] * && model_structureDetermined == true;
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:150: warning: invalid input: '&'
[javadoc] * && model_structureDetermined == true;
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/AbstractSaver.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/AbstractStringDistanceFunction.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/AbstractTestSetProducer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/AbstractTestSetProducerBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/AbstractTimeSeries.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/AbstractTrainAndTestSetProducer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/AbstractTrainAndTestSetProducerBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/AbstractTrainingSetProducer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/AbstractTrainingSetProducerBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/AdaBoostM1.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/Add.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/supervised/attribute/AddClassification.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/AddCluster.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/AddExpression.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/AddID.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/AdditionalMeasureProducer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/AdditiveRegression.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/AddNoise.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/AddValues.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/ADNode.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/ADTree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/datagenerators/classifiers/classification/Agrawal.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/experiment/AlgorithmListPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/experiment/AlgorithmListPanel.ObjectCellRenderer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/AlgVector.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/AllFilter.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/AllJavadoc.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/tokenizers/AlphabeticTokenizer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/AODE.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/AODEsr.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/Apriori.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/AprioriItemSet.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/associations/AprioriItemSet.java:94: warning: invalid input: '&'
[javadoc] * prob(premise & consequence) - (prob(premise) * prob(consequence))
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/associations/AprioriItemSet.java:116: warning: invalid input: '&'
[javadoc] * prob(premise) * prob(!consequence) / prob(premise & !consequence)
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/ArffLoader.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/ArffLoader.ArffReader.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/arffviewer/ArffPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/ArffSaver.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/arffviewer/ArffSortedTableModel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/arffviewer/ArffTable.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/arffviewer/ArffTableCellRenderer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/arffviewer/ArffTableModel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/arffviewer/ArffViewer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/arffviewer/ArffViewerMainPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/ASEvaluation.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/ASSearch.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/explorer/AssociationsPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/Associator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/Associator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/AssociatorBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/AssociatorCustomizer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/AssociatorEvaluation.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Attribute.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/AttributeEvaluator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/AttributeExpression.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/AttributeListPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/AttributeLocator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/AttributePanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/AttributePanelEvent.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/AttributePanelListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/AttributeSelectedClassifier.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/AttributeSelection.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/supervised/attribute/AttributeSelection.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/AttributeSelectionPanel.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/gui/AttributeSelectionPanel.java:316: warning: @param argument "patter" is not a parameter name.
[javadoc] * @param patter true if the pattern button is to be shown
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/explorer/AttributeSelectionPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/AttributeSetEvaluator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/AttributeStats.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/AttributeSummarizer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/AttributeSummarizerBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/AttributeSummaryPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/AttributeTransformer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/tertius/AttributeValueLiteral.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/AttributeVisualizationPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/experiment/AveragingResultProducer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/Bagging.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/balltrees/BallNode.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/balltrees/BallSplitter.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/BallTree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/balltrees/BallTreeConstructor.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/neighboursearch/balltrees/BallTreeConstructor.java:127: warning: invalid input: '<'
[javadoc] * @throws Exception If the num is < 1.
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/neighboursearch/balltrees/BallTreeConstructor.java:168: warning: invalid input: '<'
[javadoc] * @throws Exception If radius is < 0.0.
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/BatchClassifierEvent.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/BatchClassifierListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/BatchClustererEvent.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/BatchClustererListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/BatchConverter.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/BayesianLogisticRegression.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/bayes/BayesianLogisticRegression.java:498: warning: invalid input: '<'
[javadoc] * @return double +1 if r>0, -1 if r<0
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/BayesNet.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/bayes/BayesNet.java:989: warning: invalid input: '<'
[javadoc] * @param iParent index of the parent set, 0 <= iParent <= getParentCardinality(iNode)
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/bayes/BayesNet.java:989: warning: invalid input: '<'
[javadoc] * @param iParent index of the parent set, 0 <= iParent <= getParentCardinality(iNode)
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/bayes/BayesNet.java:990: warning: invalid input: '<'
[javadoc] * @param iValue index of the value, 0 <= iValue <= getCardinality(iNode)
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/bayes/BayesNet.java:990: warning: invalid input: '<'
[javadoc] * @param iValue index of the value, 0 <= iValue <= getCardinality(iNode)
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/datagenerators/classifiers/classification/BayesNet.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/estimate/BayesNetEstimator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/BayesNetGenerator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/BeanCommon.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/BeanConnection.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/BeanInstance.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/BeanVisual.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/BestFirst.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/BestFirst.Link2.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/BestFirst.LinkedList2.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/BFTree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/graphvisualizer/BIFFormatException.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/graphvisualizer/BIFParser.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/BIFReader.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/BinarySparseInstance.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/j48/BinC45ModelSelection.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/j48/BinC45Split.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/datagenerators/clusterers/BIRCHCluster.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/estimate/BMAEstimator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/BMPWriter.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/tertius/Body.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/balltrees/BottomUpConstructor.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/boundaryvisualizer/BoundaryPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/boundaryvisualizer/BoundaryPanelDistributed.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/boundaryvisualizer/BoundaryVisualizer.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/gui/boundaryvisualizer/BoundaryVisualizer.java:1067: warning: invalid input: '<'
[javadoc] * 1 - ERROR - Kernel bandwidth < 0<br/>
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/BrowserHelper.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/BuiltInArithmetic.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/BuiltInMath.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/BuiltInString.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/BVDecompose.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/BVDecomposeSegCVSub.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/C45Loader.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/j48/C45ModelSelection.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/j48/C45PruneableClassifierTree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/j48/C45PruneableClassifierTreeG.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/trees/j48/C45PruneableClassifierTreeG.java:160: warning: @param argument "datathe" is not a parameter name.
[javadoc] * @param datathe data for building the tree
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/trees/j48/C45PruneableClassifierTreeG.java:1156: warning: @param argument "double" is not a parameter name.
[javadoc] * @param double x, double n, double r.
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/rules/part/C45PruneableDecList.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/C45Saver.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/j48/C45Split.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/supportVector/CachedKernel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Capabilities.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Capabilities.Capability.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/CapabilitiesHandler.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/CaRuleGeneration.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/CARuleMiner.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/Center.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/CfsSubsetEval.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/ChangeDateFormat.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/tokenizers/CharacterDelimitedTokenizer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ChartEvent.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ChartListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/ChebyshevDistance.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Check.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/CheckAssociator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/CheckAttributeSelection.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/CheckBoxList.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/CheckBoxList.CheckBoxListModel.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/gui/CheckBoxList.java:239: warning: cannot find exception type by name
[javadoc] * @throws NoSuchElementException
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/gui/CheckBoxList.java:315: warning: cannot find exception type by name
[javadoc] * @throws NoSuchElementException
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/CheckBoxList.CheckBoxListRenderer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/CheckClassifier.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/CheckClusterer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/estimators/CheckEstimator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/estimators/CheckEstimator.AttrTypes.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/estimators/CheckEstimator.EstTypes.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/estimators/CheckEstimator.PostProcessor.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/CheckGOE.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/supportVector/CheckKernel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/CheckOptionHandler.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/CheckScheme.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/CheckScheme.PostProcessor.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/CheckSource.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/CheckSource.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/pace/ChisqMixture.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/ChiSquaredAttributeEval.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/matrix/CholeskyDecomposition.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/search/ci/CISearchAlgorithm.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/mi/CitationKNN.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/ClassAssigner.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ClassAssigner.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ClassAssignerBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ClassAssignerCustomizer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/nestedDichotomies/ClassBalancedND.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/ClassDiscovery.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/ClassDiscovery.StringCompare.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/ClassDiscovery.java:701: warning: invalid input: '&'
[javadoc] * @return -1 if o1<o2, 0 if o1=o2 and 1 if o1&;gt;o2
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/datagenerators/ClassificationGenerator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/ClassificationViaClustering.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/ClassificationViaRegression.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/Classifier.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/Classifier.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ClassifierBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ClassifierCustomizer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/rules/part/ClassifierDecList.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/explorer/ClassifierPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ClassifierPerformanceEvaluator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ClassifierPerformanceEvaluatorBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/experiment/ClassifierSplitEvaluator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/j48/ClassifierSplitModel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/ClassifierSubsetEval.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/j48/ClassifierTree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/ClassloaderUtil.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/supervised/attribute/ClassOrder.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/ClassPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ClassValuePicker.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/gui/beans/ClassValuePicker.java:139: warning: @param argument "index" is not a parameter name.
[javadoc] * @param index the class value index to use
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ClassValuePickerBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ClassValuePickerCustomizer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/CLOPE.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/clusterers/CLOPE.java:414: warning: @param argument "instances" is not a parameter name.
[javadoc] * @param instances The instances that need to be clustered
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/datagenerators/ClusterDefinition.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/Clusterer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/Clusterer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ClustererBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ClustererCustomizer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/explorer/ClustererPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ClustererPerformanceEvaluator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ClustererPerformanceEvaluatorBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/ClusterEvaluation.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/datagenerators/ClusterGenerator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/ClusterMembership.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/Cobweb.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/treevisualizer/Colors.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/ComplementNaiveBayes.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/ComponentHelper.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/experiment/Compute.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/estimators/ConditionalEstimator.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/estimators/ConditionalEstimator.java:36: warning: invalid input: '<'
[javadoc] * for(int i = 0; i < 50; i++) {
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/estimators/ConditionalEstimator.java:49: warning: invalid input: '<'
[javadoc] * for(int i = 0; i <= 100; i+= 5) {
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/evaluation/ConfusionMatrix.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/rules/ConjunctiveRule.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/sql/event/ConnectionEvent.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/sql/event/ConnectionListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ConnectionNotificationConsumer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/sql/ConnectionPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/ConsistencySubsetEval.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/ConsistencySubsetEval.hashKey.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/logging/ConsoleLogger.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/Constant.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/ContingencyTables.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/ConverterFileChooser.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/ConverterUtils.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/ConverterUtils.DataSink.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/ConverterUtils.DataSource.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/Copy.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Copyable.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Copyright.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/m5/CorrelationSplitInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/CostBenefitAnalysis.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/CostBenefitAnalysisBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/evaluation/CostCurve.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/CostMatrix.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/CostMatrixEditor.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/CostSensitiveASEvaluation.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/CostSensitiveAttributeEval.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/CostSensitiveClassifier.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/experiment/CostSensitiveClassifierSplitEvaluator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/CostSensitiveSubsetEval.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/CoverTree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/CoverTree.CoverTreeNode.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/CrossValidationFoldMaker.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/CrossValidationFoldMakerBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/CrossValidationFoldMakerCustomizer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/experiment/CrossValidationResultProducer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/CSVLoader.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/experiment/CSVResultListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/CSVSaver.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/CustomizerCloseRequester.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/CustomizerClosingListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/CustomPanelSupplier.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/CVParameterSelection.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/Dagging.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/forOPTICSAndDBScan/Databases/Database.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/DatabaseConnection.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/DatabaseLoader.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/experiment/DatabaseUtils.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/DataFormatListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/datagenerators/DataGenerator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/boundaryvisualizer/DataGenerator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/explorer/DataGeneratorPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/nestedDichotomies/DataNearBalancedND.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/forOPTICSAndDBScan/DataObjects/DataObject.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/DataSetEvent.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/experiment/DatasetListPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/DataSink.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/DataSource.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/DataSourceListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/DataVisualizer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/DataVisualizerBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/DBSCAN.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/sql/DbUtils.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/estimators/DDConditionalEstimator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Debug.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Debug.Clock.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Debug.DBO.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Debug.Log.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Debug.Random.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Debug.SimpleLog.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Debug.Timestamp.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/DecisionStump.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/rules/DecisionTable.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/Decorate.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/DefineFunction.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/DensityBasedClusterer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/experiment/DensityBasedClustererSplitEvaluator.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/experiment/DensityBasedClustererSplitEvaluator.java:266: warning: @param argument "measureName" is not a parameter name.
[javadoc] * @param measureName the name of the measure to query for its value
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/experiment/DensityBasedClustererSplitEvaluator.java:550: warning: @param argument "newClassifier" is not a parameter name.
[javadoc] * @param newClassifier the new clusterer to use.
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/experiment/DensityBasedClustererSplitEvaluator.java:579: warning: @param argument "newClusterer" is not a parameter name.
[javadoc] * @param newClusterer the Classifier class name.
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/DerivedFieldMetaInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/estimators/DiscreteEstimator.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/estimate/DiscreteEstimatorFullBayes.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/pace/DiscreteFunction.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/Discretize.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/supervised/attribute/Discretize.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/DistanceFunction.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/experiment/DistributeExperimentPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/j48/Distribution.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/estimators/DKConditionalEstimator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/DMNBtext.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/bayes/DMNBtext.java:157: warning: @param argument "instances" is not a parameter name.
[javadoc] * @param instances set of instances serving as training data
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/DMNBtext.DNBBinary.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/bayes/DMNBtext.java:462: warning: @param argument "instance" is not a parameter name.
[javadoc] * @param instance the instance to be classified
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/estimators/DNConditionalEstimator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/graphvisualizer/DotParser.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/matrix/DoubleVector.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Drawable.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/rules/DTNB.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/treevisualizer/Edge.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/EditableBayesNet.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/bayes/net/EditableBayesNet.java:1137: warning: @param argument "iNode" is not a parameter name.
[javadoc] * @param iNode index of node to set position for
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/bayes/net/EditableBayesNet.java:1447: warning: @param argument "iNode" is not a parameter name.
[javadoc] * @param iNode index of node of interest
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/EditDistance.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/matrix/EigenvalueDecomposition.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/gsp/Element.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/EM.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/END.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/j48/EntropyBasedSplitCrit.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/j48/EntropySplitCrit.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Environment.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/EnvironmentHandler.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/forOPTICSAndDBScan/Utils/EpsilonRange_ListElement.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/ErrorBasedMeritEvaluator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/plugins/ErrorVisualizePlugin.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/estimators/Estimator.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/estimators/Estimator.java:66: warning: invalid input: '<'
[javadoc] * for(int i = 0; i < 50; i++) {
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/estimators/EstimatorUtils.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/forOPTICSAndDBScan/DataObjects/EuclideanDataObject.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/EuclideanDistance.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/Evaluation.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/Evaluation.java:2076: warning: invalid input: '&'
[javadoc] * Return the total Kononenko & Bratko Information score in bits
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/Evaluation.java:2095: warning: invalid input: '&'
[javadoc] * Return the Kononenko & Bratko Information score in bits per instance.
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/Evaluation.java:2114: warning: invalid input: '&'
[javadoc] * Return the Kononenko & Bratko Relative Information score
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/Evaluation.java:462: warning: @param argument "forPredictionsString" is not a parameter name.
[javadoc] * @param forPredictionsString varargs parameter that, if supplied, is
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/Evaluation.java:1455: warning: @param argument "forPredictionsString" is not a parameter name.
[javadoc] * @param forPredictionsString varargs parameter that, if supplied, is
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/Evaluation.java:2076: warning: invalid input: '&'
[javadoc] * Return the total Kononenko & Bratko Information score in bits
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/Evaluation.java:2078: warning: invalid input: '&B'
[javadoc] * @return the K&B information score
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/Evaluation.java:2095: warning: invalid input: '&'
[javadoc] * Return the Kononenko & Bratko Information score in bits per instance.
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/Evaluation.java:2097: warning: invalid input: '&B'
[javadoc] * @return the K&B information score
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/Evaluation.java:2114: warning: invalid input: '&'
[javadoc] * Return the Kononenko & Bratko Relative Information score
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/Evaluation.java:2116: warning: invalid input: '&B'
[javadoc] * @return the K&B relative information score
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/Evaluation.java:3148: warning: @return tag cannot be used in method with void return type.
[javadoc] public static void printClassifications(Classifier classifier,
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/evaluation/EvaluationUtils.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/EventConstraints.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/ExhaustiveSearch.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/experiment/Experiment.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/experiment/Experimenter.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/experiment/ExperimenterDefaults.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/explorer/Explorer.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/explorer/Explorer.CapabilitiesFilterChangeListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/explorer/Explorer.ExplorerPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/explorer/Explorer.LogHandler.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/explorer/ExplorerDefaults.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/matrix/ExponentialFormat.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/Expression.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/datagenerators/classifiers/regression/Expression.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/ExtensionFileFilter.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/FarthestFirst.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/FastVector.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/FastVector.FastVectorEnumeration.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/FieldMetaInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/FieldMetaInfo.Interval.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/FieldMetaInfo.Interval.Closure.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/FieldMetaInfo.Optype.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/FieldMetaInfo.Value.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/FieldMetaInfo.Value.Property.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/FieldRef.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/FileEditor.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/logging/FileLogger.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/FileSourcedConverter.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/Filter.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/filters/Filter.java:65: warning: invalid input: '<'
[javadoc] * for (int i = 0; i < data.numInstances(); i++) {
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/Filter.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/FilterBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/FilterCustomizer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/FilteredAssociator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/FilteredAttributeEval.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/FilteredClassifier.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/FilteredClusterer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/FilteredSubsetEval.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/FindWithCapabilities.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/FirstOrder.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/matrix/FlexibleDecimalFormat.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/matrix/FloatingPointFormat.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/FlowRunner.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/FlowRunner.SimpleLogger.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/FPGrowth.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/FPGrowth.AssociationRule.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/FPGrowth.AssociationRule.METRIC_TYPE.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/FPGrowth.BinaryItem.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/search/fixed/FromFile.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/FT.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/trees/FT.java:537: warning: @param argument "c" is not a parameter name.
[javadoc] * @param c Value corresponding to tree type.
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/ft/FTInnerNode.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/ft/FTLeavesNode.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/ft/FTNode.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/ft/FTtree.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/trees/ft/FTtree.java:377: warning: @param argument "<any>" is not the name of a type parameter.
[javadoc] * @param <any> probsConst
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/Function.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/GainRatioAttributeEval.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/j48/GainRatioSplitCrit.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/blr/GaussianPriorImpl.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/GaussianProcesses.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/GeneralizedSequentialPatterns.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/pmml/consumer/GeneralRegression.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/experiment/GeneratorPropertyIteratorPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/GenericArrayEditor.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/GenericObjectEditor.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/GenericObjectEditor.CapabilitiesFilterDialog.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/GenericObjectEditor.GOEPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/GenericObjectEditor.GOETreeNode.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/GenericObjectEditor.JTreePopupMenu.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/GenericPropertiesCreator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/GeneticSearch.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/search/global/GeneticSearch.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/search/local/GeneticSearch.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/GlobalInfoJavadoc.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/search/global/GlobalScoreSearchAlgorithm.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/Grading.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/j48/GraftSplit.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/trees/j48/GraftSplit.java:77: warning: invalid input: '<'
[javadoc] * @param t the test type (0 is <=, 1 is >, 2 is =, 3 is !)
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/trees/j48/GraftSplit.java:96: warning: invalid input: '<'
[javadoc] * @param t the test type (0 is <=, 1 is >, 2 is =, 3 is !=)
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/trees/j48/GraftSplit.java:478: warning: invalid input: '<'
[javadoc] * @return -1, 0, or 1 if this GraftSplit laplace is <, = or > than that of g
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/graphvisualizer/GraphConstants.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/graphvisualizer/GraphEdge.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/GraphEvent.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/GraphListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/graphvisualizer/GraphNode.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/forOPTICSAndDBScan/OPTICS_GUI/GraphPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/GraphViewer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/GraphViewerBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/plugins/GraphVisualizePlugin.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/graphvisualizer/GraphVisualizer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/GreedyStepwise.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/GridSearch.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/GUI.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/GUIChooser.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/GUIChooser.ChildFrameSDI.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/tertius/Head.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/graphvisualizer/HierarchicalBCEngine.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/HierarchicalClusterer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/HierarchyPropertyParser.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/hierarchyvisualizer/HierarchyVisualizer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/search/global/HillClimber.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/search/local/HillClimber.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/sql/event/HistoryChangedEvent.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/sql/event/HistoryChangedListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/HNB.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/HoldOutSubsetEvaluator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/experiment/HostListPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/misc/HyperPipes.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/lazy/IB1.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/lazy/IBk.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/search/ci/ICSSearchAlgorithm.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/Id3.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/m5/Impurity.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/IncrementalClassifierEvaluator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/IncrementalClassifierEvaluatorBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/IncrementalClassifierEvaluatorCustomizer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/IncrementalClassifierEvent.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/IncrementalClassifierListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/IncrementalConverter.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/estimators/IncrementalEstimator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/tertius/IndividualInstance.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/tertius/IndividualInstances.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/tertius/IndividualLiteral.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/InfoGainAttributeEval.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/j48/InfoGainSplitCrit.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/sql/InfoPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/sql/InfoPanelCellRenderer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Instance.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/Instance.java:558: warning: cannot find exception type by name
[javadoc] * @throws UnaddignedDatasetException if the instance doesn't
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/InstanceComparator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/streams/InstanceCounter.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/InstanceEvent.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/streams/InstanceEvent.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/streams/InstanceJoiner.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/InstanceListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/streams/InstanceListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/streams/InstanceLoader.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/streams/InstanceProducer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/experiment/InstanceQuery.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Instances.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/Instances.java:1187: warning: invalid input: '<'
[javadoc] * @throws IllegalArgumentException if the class index is too big or < 0
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/streams/InstanceSavePanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/experiment/InstancesResultListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/InstancesSummaryPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/InstanceStreamToBatchMaker.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/InstanceStreamToBatchMakerBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/streams/InstanceTable.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/streams/InstanceViewer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/InterquartileRange.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/IntervalEstimator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/matrix/IntVector.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/IsotonicRegression.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/ItemSet.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/stemmers/IteratedLovinsStemmer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/IteratedSingleClassifierEnhancer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/IterativeClassifier.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/J48.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/J48graft.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Javadoc.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/JComponentWriter.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/JListHelper.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/JPEGWriter.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/rules/JRip.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/rules/JRip.Antd.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/rules/JRip.NominalAntd.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/rules/JRip.NumericAntd.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/rules/JRip.RipperRule.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/JTableHelper.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Jython.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/Jython.java:84: warning: @param argument "o" is not a parameter name.
[javadoc] * @param o the object the method should be called from,
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/Jython.java:138: warning: @param argument "filename" is not a parameter name.
[javadoc] * @param filename the path to the Jython module, incl. filename
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/Jython.java:151: warning: @param argument "filename" is not a parameter name.
[javadoc] * @param filename the path to the Jython module, incl. filename
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/JythonObject.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/JythonSerializableObject.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/search/global/K2.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/search/local/K2.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/estimators/KDConditionalEstimator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/boundaryvisualizer/KDDataGenerator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/KDTree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/kdtrees/KDTreeNode.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/kdtrees/KDTreeNodeSplitter.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/supportVector/Kernel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/estimators/KernelEstimator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/supportVector/KernelEvaluation.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/KernelFilter.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/estimators/KKConditionalEstimator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/kdtrees/KMeansInpiredMethod.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/KnowledgeFlow.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/KnowledgeFlowApp.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/xml/KOML.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/lazy/KStar.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/lazy/kstar/KStarCache.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/lazy/kstar/KStarCache.CacheTable.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/lazy/kstar/KStarCache.TableEntry.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/lazy/kstar/KStarConstants.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/lazy/kstar/KStarNominalAttribute.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/lazy/kstar/KStarNumericAttribute.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/lazy/kstar/KStarWrapper.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/LabeledItemSet.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/LADTree.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/trees/LADTree.java:1319: warning: @param argument "measureName" is not a parameter name.
[javadoc] * @param measureName the name of the measure to query for its value
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/search/local/LAGDHillClimber.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/blr/LaplacePriorImpl.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/bayes/blr/LaplacePriorImpl.java:137: warning: @param argument "hyperparameter" is not a parameter name.
[javadoc] * @param hyperparameter
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/LatentSemanticAnalysis.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/graphvisualizer/LayoutCompleteEvent.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/graphvisualizer/LayoutCompleteEventListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/graphvisualizer/LayoutEngine.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/lazy/LBR.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/lazy/LBR.Indexes.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/experiment/LearningRateResultProducer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/LeastMedSq.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/datagenerators/classifiers/classification/LED24.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/LegendPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/LFSMethods.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/LFSMethods.Link2.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/LFSMethods.LinkedList2.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/attributeSelection/LFSMethods.java:658: warning: @param argument "gr" is not a parameter name.
[javadoc] * @param gr
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/LibLINEAR.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/LibSVM.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/LibSVMLoader.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/LibSVMSaver.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/LinearForwardSelection.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/attributeSelection/LinearForwardSelection.java:257: warning: invalid input: '<'
[javadoc] * -D <0 = forward selection | 1 = floating forward selection> <br>
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/attributeSelection/LinearForwardSelection.java:274: warning: invalid input: '<'
[javadoc] * -T <0 = fixed-set | 1 = fixed-width> <br>
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/attributeSelection/LinearForwardSelection.java:594: warning: @param argument "d" is not a parameter name.
[javadoc] * @param d
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/attributeSelection/LinearForwardSelection.java:737: warning: @param argument "ASEvaluator" is not a parameter name.
[javadoc] * @param ASEvaluator
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/LinearNNSearch.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/LinearRegression.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/matrix/LinearRegression.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/neural/LinearUnit.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/ListOptions.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/ListSelectorDialog.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/tertius/Literal.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/tertius/LiteralSet.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/LMT.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/lmt/LMTNode.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/Loader.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:85: warning: invalid input: '&'
[javadoc] * && (* file exists *);
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:85: warning: invalid input: '&'
[javadoc] * && (* file exists *);
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:88: warning: invalid input: '&'
[javadoc] * && model_structureDetermined == false;
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:88: warning: invalid input: '&'
[javadoc] * && model_structureDetermined == false;
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:118: warning: invalid input: '&'
[javadoc] * && model_structureDetermined == false
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:118: warning: invalid input: '&'
[javadoc] * && model_structureDetermined == false
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:119: warning: invalid input: '&'
[javadoc] * && (* successful parse *);
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:119: warning: invalid input: '&'
[javadoc] * && (* successful parse *);
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:122: warning: invalid input: '&'
[javadoc] * && \result.numInstances() == 0
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:122: warning: invalid input: '&'
[javadoc] * && \result.numInstances() == 0
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:123: warning: invalid input: '&'
[javadoc] * && model_structureDetermined == true;
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:123: warning: invalid input: '&'
[javadoc] * && model_structureDetermined == true;
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:146: warning: invalid input: '&'
[javadoc] * && (* successful parse *);
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:146: warning: invalid input: '&'
[javadoc] * && (* successful parse *);
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:149: warning: invalid input: '&'
[javadoc] * && \result.numInstances() >= 0
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:149: warning: invalid input: '&'
[javadoc] * && \result.numInstances() >= 0
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:150: warning: invalid input: '&'
[javadoc] * && model_structureDetermined == true;
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/converters/Loader.java:150: warning: invalid input: '&'
[javadoc] * && model_structureDetermined == true;
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/Loader.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/Loader.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/LoaderBeanInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/LoaderCustomizer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/search/local/LocalScoreSearchAlgorithm.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/logging/Logger.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/Logger.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/logging/Logger.Level.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/Logistic.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/lmt/LogisticBase.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/LogitBoost.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/LogPanel.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/gui/beans/LogPanel.java:196: warning: invalid input: '<'
[javadoc] * <Component name (needs to be unique)>|<Parameter string (optional)|<Status
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/gui/beans/LogPanel.java:196: warning: invalid input: '<'
[javadoc] * <Component name (needs to be unique)>|<Parameter string (optional)|<Status
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/LogPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/LogWindow.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/gui/LogWindow.java:445: warning: invalid input: '&messageID'
[javadoc] * http://forum.java.sun.com/thread.jspa?threadID=498535&messageID=2356174
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/gui/LogWindow.java:445: warning: invalid input: '&messageID'
[javadoc] * http://forum.java.sun.com/thread.jspa?threadID=498535&messageID=2356174
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/LogWriter.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/LookAndFeel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/stemmers/LovinsStemmer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/matrix/LUDecomposition.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/lazy/LWL.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/m5/M5Base.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/trees/m5/M5Base.java:627: warning: invalid input: '&'
[javadoc] * @return the number of rules (same as # linear models &
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/M5P.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/rules/M5Rules.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/estimators/MahalanobisEstimator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/Main.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/Main.BackgroundDesktopPane.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/Main.ChildFrameMDI.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/Main.ChildFrameSDI.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/MainMenuExtension.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/rules/part/MakeDecList.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/MakeDensityBasedClusterer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/MakeIndicator.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/filters/unsupervised/attribute/MakeIndicator.java:367: warning: cannot find exception type by name
[javadoc] * @throws InvalidArgumentException if an invalid set of ranges is supplied
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/forOPTICSAndDBScan/DataObjects/ManhattanDataObject.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/ManhattanDistance.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/MappingInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/MarginCalculator.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/classifiers/bayes/net/MarginCalculator.java:42: warning: @return tag cannot be used in method with void return type.
[javadoc] public void calcMargins(BayesNet bayesNet) throws Exception {
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/MarginCalculator.JunctionTreeNode.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/MarginCalculator.JunctionTreeSeparator.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/evaluation/MarginCurve.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Matchable.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/MathematicalExpression.html...
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/MathematicalExpression.java:77: warning: invalid input: '&'
[javadoc] * | boolexpr & boolexpr
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/MathematicalExpression.java:95: warning: invalid input: '<'
[javadoc] * String expr = "ifelse(I<0,pow(BASE,I*0.5),pow(BASE,I))";
[javadoc] ^
[javadoc] /build/reproducible-path/weka-3.6.14/src/main/java/weka/core/MathematicalExpression.java:99: warning: invalid input: '<'
[javadoc] * for (int i = -10; i <= 10; i++) {
[javadoc] ^
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/MathExpression.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/matrix/Maths.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Matrix.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/matrix/Matrix.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/MatrixPanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/mi/MDD.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/balltrees/MedianDistanceFromArbitraryPoint.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/balltrees/MedianOfWidestDimension.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/kdtrees/MedianOfWidestDimension.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Memory.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/MemoryUsagePanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/MergeTwoValues.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/gsp/Messages.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/Messages.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/arffviewer/Messages.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/Messages.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/xml/Messages.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/boundaryvisualizer/Messages.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/experiment/Messages.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/explorer/Messages.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/graphvisualizer/Messages.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/hierarchyvisualizer/Messages.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/Messages.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/sql/event/Messages.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/sql/Messages.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/streams/Messages.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/treevisualizer/Messages.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/Messages.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/MetaBean.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/MetaCost.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/xml/MethodHandler.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/datagenerators/classifiers/regression/MexicanHat.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/mi/MIBoost.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/mi/MIDD.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/balltrees/MiddleOutConstructor.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/kdtrees/MidPointOfWidestDimension.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/mi/MIEMDD.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/mi/MILR.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/MiningFieldMetaInfo.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/MiningSchema.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/mi/MINND.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/mi/MIOptimalBall.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/mi/supportVector/MIPolyKernel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/mi/supportVector/MIRBFKernel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/mi/MISMO.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/MultiScheme.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/NBTree.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/treevisualizer/NodePlace.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/supportVector/NormalizedPolyKernel.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/pmml/NormContinuous.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/TestSetMaker.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/TestSetProducer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/TextDirectoryLoader.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/TextEvent.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/TextViewerBeanInfo.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ThresholdDataEvent.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/ThresholdDataListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/ThresholdSelector.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/TimeSeriesDelta.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/tokenizers/Tokenizer.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/TrainingSetEvent.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/TrainingSetListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/TrainingSetMaker.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/TrainTestSplitMaker.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/treevisualizer/TreeBuild.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/treevisualizer/TreeDisplayEvent.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/treevisualizer/TreeDisplayListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/neighboursearch/TreePerformanceStats.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/plugins/TreeVisualizePlugin.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/treevisualizer/TreeVisualizer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Trie.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Trie.TrieNode.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/evaluation/TwoClassStats.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/adtree/TwoWayNominalSplit.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/UnassignedClassException.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/UnassignedDatasetException.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Undoable.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/UnsupportedAttributeTypeException.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/UnsupportedClassTypeException.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/UpdateableClassifier.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/URLSourcedLoader.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/UserClassifier.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/UserRequestAcceptor.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/Utils.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/m5/Values.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/net/VaryNode.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/misc/VFI.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/ViewerDialog.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/Visible.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/VisualizableErrorEvent.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/beans/VisualizableErrorListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/explorer/VisualizePanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/VisualizePanel.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/VisualizePanelEvent.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/VisualizePanelListener.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/plugins/VisualizePlugin.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/visualize/VisualizeUtils.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/Vote.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/WAODE.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/filters/unsupervised/attribute/Wavelet.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/WeightedInstancesHandler.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/WekaException.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/gui/WekaTaskMonitor.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/Winnow.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/tokenizers/WordTokenizer.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/WrapperSubsetEval.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/XMeans.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/xml/XMLBasicSerialization.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/core/converters/XRFFSaver.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/rules/ZeroR.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/associations/tertius/package-summary.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/attributeSelection/package-summary.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/package-summary.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/bayes/package-summary.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/evaluation/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/evaluation/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/functions/package-tree.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/lazy/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/lazy/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/lazy/kstar/package-summary.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/meta/nestedDichotomies/package-summary.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/mi/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/mi/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/mi/supportVector/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/mi/supportVector/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/misc/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/misc/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/pmml/consumer/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/pmml/consumer/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/rules/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/rules/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/rules/part/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/rules/part/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/adtree/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/adtree/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/ft/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/ft/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/j48/package-summary.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/lmt/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/lmt/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/trees/m5/package-summary.html...
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[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/xml/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/classifiers/xml/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/forOPTICSAndDBScan/Databases/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/forOPTICSAndDBScan/Databases/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/forOPTICSAndDBScan/DataObjects/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/forOPTICSAndDBScan/DataObjects/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/forOPTICSAndDBScan/OPTICS_GUI/package-summary.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/forOPTICSAndDBScan/OPTICS_GUI/package-tree.html...
[javadoc] Generating /build/reproducible-path/weka-3.6.14/doc/weka/clusterers/forOPTICSAndDBScan/Utils/package-summary.html...
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Chapter 5.
(./experimenter.tex
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[] \OT1/cmtt/m/n/10 @attribute Key_Scheme {weka.classifiers.rules.ZeroR,weka.cl
assifiers.trees.J48}[]
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[] \OT1/cmtt/m/n/10 17,34,0,33.333333,66.666667,0,0,0.444444,0.471405,100,100,8
0.833088,80.833088,[]
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[] \OT1/cmtt/m/n/10 0,1.584963,1.584963,0,0,0,0,1,17,1,34,0,0,0,0,0.333333,1,0.
5,0.5,0,0,?,?,?,?[]
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[]\OT1/cmtt/m/n/10 ClassifierSplitEvaluator: weka.classifiers.trees.J48 -C 0.25
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1569 %[]
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[]\OT1/cmr/m/n/10 As with the other Re-sult-Pro-duc-ers, ad-di-tional schemes c
an be de-fined. When
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[]engine/startRemoteEngine\OT1/cmr/m/n/10 ,
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\OT1/cmr/m/n/9 server (e.g., \OT1/cmtt/m/n/9 jdbcURL=jdbc:hsqldb:hsql://dodo.co
mpany.com/experiment\OT1/cmr/m/n/9 ).
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\OT1/cmtt/m/n/10 LONGVARCHAR, Experiment[]setup LONGVARCHAR, Result[]table INT
)]
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setup
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Chapter 6.
(./knowledgeflow.tex <images/knowledgeflow/knowledgeflow.eps>
[89]
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<images/knowledgeflow/components_datasinks.eps>
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the per-for-mance of batch trained/tested
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][]\OT1/cmtt/m/n/10 .knowledgeFlow/plugins
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kettle/kettleKF.jar[]
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Chapter 7.
(./arffviewer.tex <images/arffviewer/arffviewer_main.eps>
[103] <images/arffviewer/arffviewer_menu_file.eps>
<images/arffviewer/arffviewer_menu_edit.eps>
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[104] <images/arffviewer/arffviewer_tableheader_popup.eps>
<images/arffviewer/arffviewer_table_popup.eps>
[105] <images/arffviewer/arffviewer_editing_nominal.eps>
[106] <images/arffviewer/arffviewer_sort_view.eps>)
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Chapter 8.
(./bayesnet.tex <images/bayesnet/gui.net.eps>
[109]
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\OT1/cmr/m/n/10 ent from the ADTree clas-si-fier al-go-rithm from \OT1/cmtt/m/n
/10 weka.classifiers.tree.ADTree\OT1/cmr/m/n/10 .
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[113]
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\OT1/cmr/m/sl/10 8.3. CONDITIONAL INDEPENDENCE TEST BASED STRUCTURE LEARNING \
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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of the[]
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structure,[]
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that all[]
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of the[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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of the[]
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structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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of the[]
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structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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of the[]
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structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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of the[]
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structure,[]
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structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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[] \OT1/cmtt/m/n/10 When determining whether an edge exists a search is
performed[]
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[] \OT1/cmtt/m/n/10 for a set Z that separates the nodes. MaxCardinalit
y determines[]
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[] \OT1/cmtt/m/n/10 the maximum size of the set Z. This greatly influen
ces the[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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[] \OT1/cmtt/m/n/10 Use tournament selection (true) or maximum subpopul
atin (false).[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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structure,[]
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that all[]
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of the[]
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[] \OT1/cmtt/m/n/10 Name of file containing network structure in BIF fo
rmat[]
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[]\OT1/cmtt/m/n/10 Scheme: weka.classifiers.bayes.BayesNet -D -B iris.xml
-Q weka.classifiers.bayes.net.search.local.K2 -- -P 2 -S BAYES -E weka.classif
iers.bayes.net.estimate.SimpleEstimator -- -A 0.5[]
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[]\OT1/cmtt/m/n/10 Relation: iris-weka.filters.unsupervised.attribute.Discr
etize-B2-M-1.0-Rfirst-last[]
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[]\OT1/cmtt/m/n/10 Correctly Classified Instances 116 77.
3333 %[]
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[]\OT1/cmtt/m/n/10 Incorrectly Classified Instances 34 22.
6667 %[]
<images/bayesnet/gui.select.eps>
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[134] <images/bayesnet/gui.netoptions.eps> <images/bayesnet/gui.table.eps>
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[]
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\OT1/cmr/m/n/10 vari-ables are dis-cretized us-ing the \OT1/cmtt/m/n/10 weka.fi
lters.supervised.attribute.Discretize
<images/bayesnet.editor/menuedit.eps>
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[]\OT1/cmr/m/n/10 The Gen-er-ate Net-work menu al-lows gen-er-a-tion of a com-p
lete ran-dom Bayesian
<images/bayesnet.editor/dlg.generate.eps>
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[]\OT1/cmr/m/n/10 Create a class that de-rives from \OT1/cmtt/m/n/10 weka.class
ifiers.bayes.net.search.SearchAlgorithm\OT1/cmr/m/n/10 .
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\OT1/cmr/m/n/10 validation based, you prob-a-bly want to de-rive from \OT1/cmtt
/m/n/10 ScoreSearchAlgorithm\OT1/cmr/m/n/10 ,
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\OT1/cmtt/m/n/10 CISearchAlgorithm \OT1/cmr/m/n/10 or \OT1/cmtt/m/n/10 CVSearch
Algorithm \OT1/cmr/m/n/10 in-stead of de-riv-ing from \OT1/cmtt/m/n/10 SearchAl
gorithm
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\OT1/cmtt/m/n/10 public void buildStructure(BayesNet bayesNet, Instances instan
ces)\OT1/cmr/m/n/10 .
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t.getParentSet(iAttribute)
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\OT1/cmtt/m/n/10 bayesNet.getParentSet(iAttribute).AddParent(iParent, instances
)
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[]\OT1/cmr/m/n/10 Alternatively, im-ple-ment \OT1/cmtt/m/n/10 public void searc
h(BayesNet bayesNet, Instances
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\OT1/cmtt/m/n/10 weka.classifiers.bayes.net.estimate.BayesNetEstimator\OT1/cmr/
m/n/10 . Let's say
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\OT1/cmtt/m/n/10 public void updateClassifier(BayesNet bayesNet, Instance insta
nce)\OT1/cmr/m/n/10 ,
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\OT1/cmtt/m/n/10 public double[] distributionForInstance(BayesNet bayesNet, Ins
tance
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\OT1/cmr/m/n/10 Use the class \OT1/cmtt/m/n/10 weka.filters.unsupervised.attrib
ute.Discretize \OT1/cmr/m/n/10 to dis-cretize
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\OT1/cmtt/m/n/10 java weka.filters.unsupervised.attribute.Discretize -B 3 -i in
file.arff
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\OT1/cmtt/m/n/10 java weka.classifiers.bayes.net.BayesNetGenerator -B -N 10 -A
9 -C
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\OT1/cmtt/m/n/10 java weka.classifiers.bayes.net.BayesNetGenerator -N 15 -A 20
-C 3
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\OT1/cmtt/m/n/10 java weka.classifiers.bayes.net.BayesNetGenerator -F alarm.xml
-M 1000
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[]\OT1/cmr/m/n/10 Only leave-one-out, k-fold and cu-mu-la-tive cross-validation
are im-ple-mented.
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\OT1/cmr/m/n/10 These im-ple-men-ta-tions can be made more ef-fi-cient and othe
r cross-validation
)
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Chapter 9.
(./arff.tex
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[] \OT1/cmtt/m/n/10 % (b) Donor: Michael Marshall (MARSHALL%PLU@io.arc.na
sa.gov)[]
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[] \OT1/cmtt/m/n/10 @ATTRIBUTE class {Iris-setosa,Iris-versicolor,Iris-
virginica}[]
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\OT1/cmr/m/n/10 pos-si-ble val-ues: $\OML/cmm/m/it/10 <$\OT1/cmtt/m/n/10 nomina
l-name1$\OML/cmm/m/it/10 >$\OT1/cmtt/m/n/10 , $\OML/cmm/m/it/10 <$\OT1/cmtt/m/n
/10 nominal-name2$\OML/cmm/m/it/10 >$\OT1/cmtt/m/n/10 , $\OML/cmm/m/it/10 <$\OT
1/cmtt/m/n/10 nominal-name3$\OML/cmm/m/it/10 >$\OT1/cmtt/m/n/10 ,
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Chapter 10.
(./xrff.tex
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[] \OT1/cmtt/m/n/10 <!ATTLIST attribute type (numeric|date|nominal|string|r
elational) #REQUIRED>[]
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Chapter 11.
(./converters.tex
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[] \OT1/cmtt/m/n/10 java weka.core.converters.CSVLoader iris.csv > iris.ar
ff[]
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[] \OT1/cmtt/m/n/10 java weka.core.converters.CSVSaver -i iris.arff -o iri
s.csv[]
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[] \OT1/cmtt/m/n/10 java weka.core.converters.DatabaseLoader -Q "select * f
rom employee"[]
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[] \OT1/cmtt/m/n/10 java weka.core.converters.DatabaseSaver -i iris.arff -
T iris[]
)
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Chapter 12.
(./stemmers.tex
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\OT1/cmr/m/n/10 Weka con-tains a wrap-per class for the Snow-ball (home-page: [
][][][])
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[]\OT1/cmr/m/n/10 within the String-ToWord-Vec-tor (pack-age \OT1/cmtt/m/n/10 w
eka.filters.unsupervised.attribute\OT1/cmr/m/n/10 )
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\OT1/cmr/m/n/10 the \OT1/cmtt/m/n/10 GenericObjectEditor.props\OT1/cmr/m/n/10 /
\OT1/cmtt/m/n/10 GenericPropertiesCreator.props \OT1/cmr/m/n/10 file
)
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Chapter 13.
(./databases.tex
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[]\OT1/cmtt/m/n/10 DatabaseUtils.props.mssqlserver2005 \OT1/cmr/m/n/10 - MS SQL
Server 2005 ($\OML/cmm/m/it/10 >\OT1/cmr/m/n/10 =$3.4.11,
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[]\OT1/cmtt/m/n/10 DatabaseUtils.props.odbc \OT1/cmr/m/n/10 - ODBC ac-cess via
Sun's ODBC/JDBC bridge,
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\OT1/cmtt/m/n/10 jdbc:postgresql://server.my.domain:5432/MyDatabase?user=$\OML/
cmm/m/it/10 <$\OT1/cmtt/m/n/10 ...$\OML/cmm/m/it/10 >$\OT1/cmtt/m/n/10 &passwor
d=$\OML/cmm/m/it/10 <$\OT1/cmtt/m/n/10 ...$\OML/cmm/m/it/10 >$
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[][][][]
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\OT1/cmr/m/n/10 com-mand \OT1/cmtt/m/n/10 java weka.core.SystemInfo \OT1/cmr/m/
n/10 and check whether the prop-
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Chapter 14.
(./windows_databases.tex
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Chapter 15.
(./research.tex
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\OT1/cmr/m/n/10 ter-face it is now easy to ex-tract all the pa-per ref-er-ences
via \OT1/cmtt/m/n/10 weka.core.ClassDiscovery
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[]\OT1/cmtt/m/n/7 TECHINFOHANDLERS=`$JAVA weka.core.ClassDiscovery $TECHINFOHAN
DLER $PACKAGES | grep "\. weka" | sed s/".*weka"/weka/g`[]
))
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Chapter 16.
(./using_api.tex
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\OT1/cmr/m/n/10 support-vector ma-chine clas-si-fier \OT1/cmr/m/it/10 SMO \OT1/
cmr/m/n/10 (pack-age \OT1/cmtt/m/n/10 weka.classifiers.functions\OT1/cmr/m/n/10
)
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\OT1/cmr/m/n/10 method, it is best to have a look at the \OT1/cmtt/m/n/10 setOp
tions(String[]) \OT1/cmr/m/n/10 and \OT1/cmtt/m/n/10 getOptions()
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[]\OT1/cmr/m/n/10 A \OT1/cmtt/m/n/10 SelectedTag \OT1/cmr/m/n/10 gets con-struc
ted us-ing the ar-ray of all pos-si-ble \OT1/cmtt/m/n/10 weka.core.Tag
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[] \OT1/cmtt/m/n/10 setEvaluation(new SelectedTag(EVALUATION_CC, TAGS_EVALU
ATION));[]
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\OT1/cmr/m/n/10 the \OT1/cmtt/m/n/10 attribute(int) \OT1/cmr/m/n/10 method. Thi
s method re-turns \OT1/cmtt/m/n/10 weka.core.Attribute
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[]\OT1/cmr/m/n/10 The \OT1/cmtt/m/n/10 DataSource \OT1/cmr/m/n/10 class (in-ner
class of the \OT1/cmtt/m/n/10 weka.core.converters.ConverterUtils
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\OT1/cmr/m/n/10 loaded into mem-ory and then pro-vided row-by-row (``pseudo-inc
remental'').
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\OT1/cmr/m/n/10 The class \OT1/cmtt/m/n/10 wekaexamples.core.CreateInstances \O
T1/cmr/m/n/10 of the \OT1/cmr/m/it/10 Weka Ex-am-ples \OT1/cmr/m/n/10 collectio
n[[]]
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\OT1/cmr/m/n/10 For all of the dif-fer-ent at-tribute types, WEKA uses the same
class, \OT1/cmtt/m/n/10 weka.core.Attribute\OT1/cmr/m/n/10 ,
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[] \OT1/cmtt/m/n/10 Attribute date = new Attribute("name_of_attr", "yyyy-MM-d
d");[]
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[] \OT1/cmtt/m/n/10 Attribute string = new Attribute("name_of_attr", (FastVec
tor) null);[]
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[] \OT1/cmtt/m/n/10 Attribute relational = new Attribute("name_of_attr", rel_
struct);[]
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[] \OT1/cmtt/m/n/10 Instances dataset = new Instances("Test-dataset", attribu
tes, 0);[]
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\OT1/cmr/m/n/10 to it, row by row. There are ba-si-cally two con-struc-tors of
the \OT1/cmtt/m/n/10 weka.core.Instance
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[]\OT1/cmtt/m/n/10 Instance(double weight, double[] attValues) \OT1/cmr/m/n/10
-- gen-er-ates an \OT1/cmtt/m/n/10 Instance
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[] \OT1/cmtt/m/n/10 values[3] = data.attribute(3).addStringValue("This is a st
ring");[]
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[] \OT1/cmtt/m/n/10 Instances dataRel = new Instances(data.attribute(4).relati
on(),0);[]
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\OT1/cmr/m/n/10 Simply gen-er-at-ing an ARFF file is achieved us-ing the static
\OT1/cmtt/m/n/10 DataGenerator.makeData
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\OT1/cmr/m/n/10 method. In or-der to write to a file, the gen-er-a-tor needs to
have a \OT1/cmtt/m/n/10 java.io.PrintWriter
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[] \OT1/cmtt/m/n/10 new java.io.BufferedWriter(new java.io.FileWriter("rdg1.ar
ff")));[]
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9.
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[]\OT1/cmr/m/n/10 Using the \OT1/cmtt/m/n/10 Randomize \OT1/cmr/m/n/10 fil-ter
(pack-age \OT1/cmtt/m/n/10 weka.filters.unsupervised.instance\OT1/cmr/m/n/10 ).
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[] \OT1/cmtt/m/n/10 remove.setInputFormat(data); // inform filter abo
ut dataset[]
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[] \OT1/cmtt/m/n/10 // **AFTER** setting
options[]
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[] \OT1/cmtt/m/n/10 Instances newData = Filter.useFilter(data, remove); // ap
ply filter[]
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\OT1/cmr/m/n/10 A com-mon trap to fall into is set-ting op-tions \OT1/cmr/bx/n/
10 af-ter \OT1/cmr/m/n/10 the \OT1/cmtt/m/n/10 setInputFormat(Instances)
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\OT1/cmr/m/n/10 with the \OT1/cmtt/m/n/10 Standardize \OT1/cmr/m/n/10 fil-ter (
pack-age \OT1/cmtt/m/n/10 weka.filters.unsupervised.attribute\OT1/cmr/m/n/10 ):
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\OT1/cmr/m/n/10 like \OT1/cmtt/m/n/10 FilteredClassifier \OT1/cmr/m/n/10 (pack-
age \OT1/cmtt/m/n/10 weka.classifiers.meta\OT1/cmr/m/n/10 ), \OT1/cmtt/m/n/10 F
ilteredClusterer
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\OT1/cmr/m/n/10 (pack-age \OT1/cmtt/m/n/10 weka.clusterers\OT1/cmr/m/n/10 ), \O
T1/cmtt/m/n/10 FilteredAssociator \OT1/cmr/m/n/10 (pack-age \OT1/cmtt/m/n/10 we
ka.associations\OT1/cmr/m/n/10 )
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\OT1/cmr/m/n/10 and \OT1/cmtt/m/n/10 FilteredAttributeEval\OT1/cmr/m/n/10 /\OT1
/cmtt/m/n/10 FilteredSubsetEval \OT1/cmr/m/n/10 (in \OT1/cmtt/m/n/10 weka.attri
buteSelection\OT1/cmr/m/n/10 ).
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\OT1/cmr/m/n/10 All in-cre-men-tal clas-si-fiers in WEKA im-ple-ment the in-ter
-face \OT1/cmtt/m/n/10 UpdateableClassifier
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[]\OT1/cmr/m/it/10 update \OT1/cmr/m/n/10 the model row-by-row, by call-ing the
\OT1/cmtt/m/n/10 updateClassifier(Instance)
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\OT1/cmr/m/n/10 The eval-u-a-tion step, in-clud-ing col-lec-tion of statis-tics
, is per-formed by the \OT1/cmtt/m/n/10 Evaluation
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[] \OT1/cmtt/m/n/10 System.out.println(eval.toSummaryString("\nResults\n\n",
false));[]
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[] \OT1/cmtt/m/n/10 System.out.println(eval.toSummaryString("\nResults\n\n",
false));[]
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[]\OT1/cmtt/m/n/10 toClassDetailsString \OT1/cmr/m/n/10 -- out-puts TP/FP rates
, pre-ci-sion, re-call, F-measure,
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[]\OT1/cmtt/m/n/10 toCumulativeMarginDistributionString \OT1/cmr/m/n/10 -- out-
puts the cu-mu-la-tive mar-
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t line 996.
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[] \OT1/cmtt/m/n/10 Instances unlabeled = DataSource.read("/some/where/unlabe
led.arff");[]
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[] \OT1/cmtt/m/n/10 double clsLabel = tree.classifyInstance(unlabeled.insta
nce(i));[]
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[] \OT1/cmtt/m/n/10 double[] dist = cls.distributionForInstance(test.instan
ce(i));[]
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[] \OT1/cmtt/m/n/10 System.out.print(test.instance(i).toString(test.classIn
dex()) + " - ");[]
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[] \OT1/cmtt/m/n/10 System.out.print(test.classAttribute().value((int) pred
) + " - ");[]
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[]\OT1/cmr/m/it/10 build the model \OT1/cmr/m/n/10 with train-ing data -- call-
ing the \OT1/cmtt/m/n/10 buildClusterer(Instances)
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\OT1/cmr/m/n/10 Incremental clus-ter-ers in WEKA im-ple-ment the in-ter-face \O
T1/cmtt/m/n/10 UpdateableClusterer
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[]\OT1/cmr/m/it/10 update \OT1/cmr/m/n/10 the model row-by-row by call-ing the
the \OT1/cmtt/m/n/10 updateClusterer(Instance)
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[] \OT1/cmtt/m/n/10 System.out.println(ClusterEvaluation.evaluateClusterer(new
EM(), options));[]
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[] \OT1/cmtt/m/n/10 DensityBasedClusterer clusterer = new ... // the clust
erer to evaluate[]
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[] \OT1/cmtt/m/n/10 new Random(1)); // and rando
m number generator[]
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[] \OT1/cmtt/m/n/10 filter.setAttributeIndices("" + (data.classIndex() + 1)
);[]
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[] \OT1/cmtt/m/n/10 Instances dataClusterer = Filter.useFilter(data, filter
);[]
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[]\OT1/cmtt/m/n/10 clusterInstance(Instance) \OT1/cmr/m/n/10 -- de-ter-mines th
e clus-ter the \OT1/cmtt/m/n/10 Instance \OT1/cmr/m/n/10 would
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[] \OT1/cmtt/m/n/10 int cluster = clusterer.clusterInstance(dataset2.instan
ce(i));[]
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[] \OT1/cmtt/m/n/10 double[] dist = clusterer.distributionForInstance(datas
et2.instance(i));[]
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[]\OT1/cmr/m/it/10 single at-tribute eval-u-a-tors \OT1/cmr/m/n/10 -- per-form
eval-u-a-tions on sin-gle at-tributes. These
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[] \OT1/cmtt/m/n/10 AttributeSelectedClassifier classifier = new AttributeSel
ectedClassifier();[]
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[] \OT1/cmtt/m/n/10 evaluation.crossValidateModel(classifier, data, 10, new R
andom(1));[]
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\OT1/cmr/m/n/10 train-ing a clas-si-fier, then the fil-ter ap-proach is the rig
ht one. The \OT1/cmtt/m/n/10 AttributeSelection
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[219]
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\OT1/cmr/m/n/10 ing the data or use an ex-plicit con-verter (all savers are lo-
cated in the \OT1/cmtt/m/n/10 weka.core.converters
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[]\OT1/cmr/m/n/10 Use the \OT1/cmtt/m/n/10 DataSink \OT1/cmr/m/n/10 class (in-n
er class of \OT1/cmtt/m/n/10 weka.core.converters.ConverterUtils\OT1/cmr/m/n/10
),
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\OT1/cmr/m/n/10 tions, us-ing the \OT1/cmtt/m/n/10 ThresholdCurve \OT1/cmr/m/n/
10 class (pack-age \OT1/cmtt/m/n/10 weka.classifiers.evaluation\OT1/cmr/m/n/10
).
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\OT1/cmr/m/n/10 in-stance of the \OT1/cmtt/m/n/10 ThresholdVisualizePanel \OT1/
cmr/m/n/10 class (pack-age \OT1/cmtt/m/n/10 weka.gui.visualize\OT1/cmr/m/n/10 )
.
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[] \OT1/cmtt/m/n/10 Instances curve = tc.getCurve(eval.predictions(), classIn
dex);[]
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[] \OT1/cmtt/m/n/10 ThresholdVisualizePanel tvp = new ThresholdVisualizePanel
();[]
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[] \OT1/cmtt/m/n/10 Utils.doubleToString(ThresholdCurve.getROCArea(curve),4
)+")");[]
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[] \OT1/cmtt/m/n/10 final JFrame jf = new JFrame("WEKA ROC: " + tvp.getName()
);[]
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[] \OT1/cmtt/m/n/10 JFrame jf = new JFrame("Weka Classifier Tree Visualizer:
J48");[]
[224]
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[225]
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[] \OT1/cmtt/m/n/10 Object o[] = SerializationHelper.readAll("/some/where/j48
.model");[]
)
[227]
[228]
Chapter 17.
(./extending.tex
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[229] (./extending_classifier.tex
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[] \OT1/cmtt/m/n/10 result.addAll(Arrays.asList(super.getOptions())); // sup
erclass[]
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ut line 200.
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\OT1/cmr/m/n/10 re-turns the class prob-a-bil-i-ties ar-ray of the pre-dic-tion
for the given \OT1/cmtt/m/n/10 weka.core.Instance
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\OT1/cmr/m/n/10 bel in-dex based on the prob-a-bil-i-ties ar-ray that the \OT1/
cmtt/m/n/10 distributionForInstance(Instance)
[235]
[236]
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[]\OT1/cmr/m/it/10 multi-instance clas-si-fiers \OT1/cmr/m/n/10 -- in or-der to
sig-nal that the spe-cial multi-instance
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\OT1/cmr/m/n/10 instance, \OT1/cmtt/m/n/10 weka.core.MultiInstanceCapabilitiesH
andler\OT1/cmr/m/n/10 , which re-turns
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\OT1/cmr/m/n/10 in case of de-scen-dants of the \OT1/cmtt/m/n/10 weka.classifie
r.MultipleClassifiersCombiner\OT1/cmr/m/n/10 ,
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[] \OT1/cmtt/m/n/9 result.enable(Capability.NOMINAL_CLASS); // only nominal
classes allowed[]
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[241]
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[] \OT1/cmtt/m/n/10 weka.core.CheckOptionHandler -W classname [-- additional pa
rameters][]
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\OT1/cmr/m/n/10 class. The su-per-class for clas-si-fier unit tests is \OT1/cmt
t/m/n/10 weka.classifiers.AbstractClassifierTest\OT1/cmr/m/n/10 .
)
[242] (./extending_filter.tex
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\OT1/cmtt/m/n/10 weka.filters.Filter \OT1/cmr/m/n/10 su-per-class does not im-p
le-ment the \OT1/cmtt/m/n/10 weka.core.OptionHandler
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\OT1/cmr/m/n/10 de-ter-mine what the out-put for-mat will be (and set if via \O
T1/cmtt/m/n/10 setOutputFormat(Instances)\OT1/cmr/m/n/10 )
[245] (./includes/BatchFilter.tex)
[246] (./includes/BatchFilter2.tex)
[247] (./includes/BatchFilter3.tex)
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[248] (./includes/StreamFilter.tex)
[249]
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236.
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ne 247.
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line 248.
[250] (./includes/SimpleBatch.tex
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[] \OT1/cmtt/m/n/8 return "A simple batch filter that adds an additional a
ttribute 'blah' at the end "[]
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[] \OT1/cmtt/m/n/8 result.enable(Capability.NO_CLASS); //// filter doesn't
need class to be set//[]
)
[251]
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ne 278.
[252] (./includes/SimpleStream.tex
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[] \OT1/cmtt/m/n/8 result.enable(Capability.NO_CLASS); //// filter doesn't
need class to be set//[]
)
[253]
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ut line 314.
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\OT1/cmr/m/n/10 bu-tions into ac-count. Must im-ple-ment the \OT1/cmtt/m/n/10 w
eka.filters.SupervisedFilter
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ne 337.
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\OT1/cmr/m/n/10 The Javadoc gen-er-a-tion works the same as with clas-si-fiers.
See sec-tion ``Javadoc''
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[] \OT1/cmtt/m/n/10 weka.core.CheckOptionHandler -W classname [-- additional pa
rameters][]
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[]\OT1/cmr/m/n/10 Here is an ex-am-ple call for \OT1/cmtt/m/n/10 weka.filters.u
nsupervised.attribute.ReplaceMissingValues
)
[255] (./extending_other_algorithms.tex
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\OT1/cmr/m/n/10 like the \OT1/cmtt/m/n/10 FilteredClusterer \OT1/cmr/m/n/10 tha
t fil-ters the data on-the-fly for the base-clusterer.
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\OT1/cmr/m/n/10 one way or an-other. \OT1/cmtt/m/n/10 RandomizableClusterer\OT1
/cmr/m/n/10 , \OT1/cmtt/m/n/10 RandomizableDensityBasedClusterer
[256]
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\OT1/cmr/m/n/10 For ju-nit tests, you can sub-class the \OT1/cmtt/m/n/10 weka.c
lusterers.AbstractClustererTest
[257]
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\OT1/cmr/m/n/10 The an-ces-tor for all eval-u-a-tors is the \OT1/cmtt/m/n/10 we
ka.attributeSelection.ASEvaluation
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\OT1/cmr/m/n/10 The an-ces-tor for all search al-go-rithms is the \OT1/cmtt/m/n
/10 weka.attributeSelection.ASSearch
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\OT1/cmr/m/n/10 For ju-nit tests, you can sub-class the \OT1/cmtt/m/n/10 weka.a
ttributeSelection.AbstractEvaluatorTest
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\OT1/cmr/m/n/10 can also im-ple-ment a meta-associator, de-rived from \OT1/cmtt
/m/n/10 SingleAssociatorEnhancer\OT1/cmr/m/n/10 .
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[] \OT1/cmtt/m/n/10 public void buildAssociations(Instances data) throws Excep
tion {[]
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[] \OT1/cmtt/m/n/10 AbstractAssociator.runAssociator(new FunkyAssociator(),
args);[]
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[] \OT1/cmtt/m/n/10 weka.associations.CheckAssociator -W classname [further op
tions][]
)
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\OT1/cmr/m/n/10 For ju-nit tests, you can sub-class the \OT1/cmtt/m/n/10 weka.a
ssociations.AbstractAssociatorTest
[261] (./extending_explorer.tex
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[]\OT1/cmtt/m/n/10 weka.gui.explorer.Explorer.CapabilitiesFilterChangeListener
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[]\OT1/cmr/m/n/10 adding the class-name of your class to the Tabs prop-erty in
the \OT1/cmtt/m/n/10 Explorer.props
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[] \OT1/cmtt/m/n/10 /** sends notifications when the set of working instances
gets changed*/[]
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[] \OT1/cmtt/m/n/10 protected PropertyChangeSupport m_Support = new PropertyC
hangeSupport(this);[]
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[] \OT1/cmtt/m/n/10 return "SQL"; // what's displayed as tab-title, e.g.,
Classify[]
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[] \OT1/cmtt/m/n/10 return "Retrieving data from databases"; // the toolti
p of the tab[]
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[] \OT1/cmtt/m/n/10 /** ignored, since we "generate" data and not receive it
*/[]
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[] \OT1/cmtt/m/n/10 /** PropertyChangeListener which will be notified of valu
e changes. */[]
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[] \OT1/cmtt/m/n/10 public void addPropertyChangeListener(PropertyChangeListe
ner l) {[]
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[] \OT1/cmtt/m/n/10 public void removePropertyChangeListener(PropertyChangeLi
stener l) {[]
[262]
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[263]
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[] \OT1/cmtt/m/n/10 /** the Load button - makes the data available in the Exp
lorer */[]
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[] \OT1/cmtt/m/n/10 Instances data = query.retrieveInstances(m_Viewer.g
etQuery());[]
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[] \OT1/cmtt/m/n/10 // set data in preprocess panel (also notifies of c
apabilties changes)[]
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[] \OT1/cmtt/m/n/10 getExplorer().getPreprocessPanel().setInstances(dat
a);[]
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[264] <images/extending/SqlPanel.eps>
[265]
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[] \OT1/cmtt/m/n/10 /** sends notifications when the set of working instances
gets changed*/[]
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[] \OT1/cmtt/m/n/10 protected PropertyChangeSupport m_Support = new PropertyC
hangeSupport(this);[]
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[] \OT1/cmtt/m/n/10 return "DataGeneration"; // what's displayed as tab-ti
tle, e.g., Classify[]
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[] \OT1/cmtt/m/n/10 return "Generating artificial datasets"; // the toolti
p of the tab[]
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[] \OT1/cmtt/m/n/10 /** ignored, since we "generate" data and not receive it
*/[]
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[] \OT1/cmtt/m/n/10 /** PropertyChangeListener which will be notified of valu
e changes. */[]
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[] \OT1/cmtt/m/n/10 public void addPropertyChangeListener(PropertyChangeListe
ner l) {[]
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[] \OT1/cmtt/m/n/10 public void removePropertyChangeListener(PropertyChangeLi
stener l) {[]
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[266]
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[] \OT1/cmtt/m/n/10 protected GenericObjectEditor m_GeneratorEditor = new Gen
ericObjectEditor();[]
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\OT1/cmr/m/n/10 home di-rec-tory) un-der the key \OT1/cmtt/m/n/10 weka.gui.visu
alize.plugins.VisualizePlugin\OT1/cmr/m/n/10 .
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Chapter 18.
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[][][]\OT1/cmtt/m/n/10 export CLASSPATH=$CLASSPATH:/home/johndoe/jars/mysql-con
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\OT1/cmr/m/n/10 Here's once again how you start the Weka Main-GUI \OT1/cmr/bx/n
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\OT1/cmr/m/n/10 Where the [][]\OT1/cmtt/m/n/10 <key> []\OT1/cmr/m/n/10 cor-re-s
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[][][]\OT1/cmtt/m/n/10 java -classpath "/development:/distribution/weka.jar" we
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[]\OT1/cmr/m/n/10 The DTD for KOML can be found at [][][][]
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\OT1/cmr/m/n/10 put file (see op-tions of [][]\OT1/cmtt/m/n/10 weka.experiment.
Experiment []\OT1/cmr/m/n/10 and [][]\OT1/cmtt/m/n/10 weka.experiment.RemoteExp
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\OT1/cmr/m/n/10 The GraphVi-su-al-izer ([][]\OT1/cmtt/m/n/10 weka.gui.graphvisu
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Chapter 19.
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[][][]\OT1/cmtt/m/n/10 java weka.core.converters.CSVLoader filename.csv > filen
ame.arff
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\OT1/cmr/m/n/10 Get-ting [][]\OT1/cmtt/m/n/10 java.lang.NoClassDefFoundError []
\OT1/cmr/m/n/10 ex-cep-tions? Most likely your \OT1/cmr/bx/n/10 CLASS-
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[]\OT1/cmr/m/n/10 Java VM op-tions ([][][][])
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[]\OT1/cmr/m/it/10 Weka Ex-am-ples \OT1/cmr/m/n/10 -- A col-lec-tion of ex-am-p
le classes, as part of
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[][][][]
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[]\OT1/cmr/m/n/9 Cozman. See [][][][]
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\OT1/cmr/m/n/10 This man-ual is li-censed un-der the GNU Gen-eral Pub-lic Li-ce
nse
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\OT1/cmr/m/n/10 ver-sion 2. More in-for-ma-tion about this li-cense can be foun
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[] \OT1/cmtt/m/n/7 % Any relation to real weather is purely coincidental.[]
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\OT1/cmtt/m/n/10 converters.CSVLoader\OT1/cmr/m/n/10 , which can be used to im-
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[]\OT1/cmtt/m/n/10 meta.ClassificationViaRegression -W functions.LinearRegressi
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[] \OT1/cmtt/m/n/7 TP Rate FP Rate Precision Recall F-Measure Class[]
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[] \OT1/cmtt/m/n/7 Correctly Classified Instances 9 64.2857 %[]
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\OT1/cmr/m/n/10 dicted class value, the con-fi-
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\OT1/cmr/m/n/10 Dividing by the num-ber of in-stances in the test set, i.e. \OT
1/cmtt/m/n/10 wc -l < soybean-test.preds
[22] (./includes/learning_curves.tex
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[] \OT1/cmtt/m/n/7 java weka.filters.supervised.instance.StratifiedRemoveFol
ds -N 4 -F 1 -S $run -c last -i ../$f -o $run/t_$f[]
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[] \OT1/cmtt/m/n/7 java weka.filters.supervised.instance.StratifiedRemoveFol
ds -N 4 -F 1 -S $run -V -c last -i ../$f -o $run/t0$f[]
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[] \OT1/cmtt/m/n/7 java weka.filters.supervised.instance.Resample -S 0 -Z
83 -c last -i $run/t$nr$f -o $run/t$nrp1$f[]
[23])
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[] \OT1/cmtt/m/n/7 -M "weka.classifiers.meta.ClassificationViaRegression -W
weka.classifiers.functions.LinearRegression -- -S 1" \[]
)
[24]
[25]
[26]
Chapter 2.
(./launching.tex <images/launching/GUIChooser.eps>
<images/launching/guic_program.eps>
[27] <images/launching/guic_tools.eps>
<images/launching/guic_visualization.eps> <images/launching/guic_help.eps>
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[]\OT1/cmr/bx/n/10 Weka on Source-forge \OT1/cmr/m/n/10 WEKA's project home-pag
e on Source-forge.net.
[28])
[29]
[30]
Chapter 3.
(./simplecli.tex <images/simplecli/simplecli_main.eps>
[31] <images/simplecli/simplecli_j48.eps>
[32]
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\OT1/cmr/m/n/10 with a dot (Unix/Linux: \OT1/cmtt/m/n/10 ./some/other/path/file
\OT1/cmr/m/n/10 ; Win-dows: .$\OMS/cmsy/m/n/10 n$\OT1/cmr/m/n/10 Some$\OMS/cmsy
/m/n/10 n$\OT1/cmr/m/n/10 Other$\OMS/cmsy/m/n/10 n$\OT1/cmr/m/n/10 Path$\OMS/cm
sy/m/n/10 n$\OT1/cmr/m/n/10 file).
)
[33]
[34]
Chapter 4.
(./explorer.tex
[35]
[36] <images/explorer/explorer_preprocess.eps>
[37]
[38] <images/explorer/explorer_preprocess_filter.eps>
[39]
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[40] <images/explorer/explorer_classify.eps>
[41]
[42]
[43]
[44] <images/explorer/explorer_cluster.eps>
[45]
[46] <images/explorer/explorer_associate.eps>
[47] <images/explorer/explorer_selectattributes.eps>
[48]
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[49] <images/explorer/explorer_visualization.eps>
[50])
[51]
[52]
Chapter 5.
(./experimenter.tex
[53] <images/experimenter/simple_new.eps>
<images/experimenter/simple_saveoutput_ARFF1.eps>
[54] <images/experimenter/simple_saveoutput_ARFF2.eps>
<images/experimenter/simple_saveoutput_JDBC1.eps>
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[55] <images/experimenter/simple_saveoutput_JDBC2.eps>
<images/experimenter/simple_experimenttype1.eps>
[56] <images/experimenter/simple_experimenttype2.eps>
[57] <images/experimenter/simple_adddataset1.eps>
<images/experimenter/simple_adddataset2.eps>
[58] <images/experimenter/simple_adddataset3.eps>
<images/experimenter/simple_addalgorithm1.eps>
<images/experimenter/simple_addalgorithm2.eps>
[59] <images/experimenter/simple_addalgorithm3.eps>
<images/experimenter/simple_addalgorithm4.eps>
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[60] <images/experimenter/simple_save.eps>
[61] <images/experimenter/runexperiment1.eps>
<images/experimenter/runexperiment2.eps>
[62] <images/experimenter/advanced_new.eps>
<images/experimenter/advanced_adddataset1.eps>
<images/experimenter/advanced_adddataset2.eps>
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[63] <images/experimenter/advanced_adddataset3.eps>
<images/experimenter/advanced_saveoutput1.eps>
<images/experimenter/advanced_saveoutput2.eps>
[64] <images/experimenter/advanced_saveoutput3.eps>
<images/experimenter/advanced_saveoutput4.eps>
<images/experimenter/advanced_save.eps>
[65] <images/experimenter/runexperiment1.eps>
<images/experimenter/runexperiment2.eps>
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[66]
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[] \OT1/cmtt/m/n/10 @attribute Key_Scheme {weka.classifiers.rules.ZeroR,weka.cl
assifiers.trees.J48}[]
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[] \OT1/cmtt/m/n/10 @attribute Key_Scheme_version_ID {48055541465867954,-217733
168393644444}[]
[67]
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[] \OT1/cmtt/m/n/10 @attribute Summary {'Number of leaves: 3\nSize of the tree:
5\n',[]
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[] \OT1/cmtt/m/n/10 iris,1,weka.classifiers.rules.ZeroR,,48055541465867954,2005
1221.033,99,51,[]
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[] \OT1/cmtt/m/n/10 17,34,0,33.333333,66.666667,0,0,0.444444,0.471405,100,100,8
0.833088,80.833088,[]
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[] \OT1/cmtt/m/n/10 0,1.584963,1.584963,0,0,0,0,1,17,1,34,0,0,0,0,0.333333,1,0.
5,0.5,0,0,?,?,?,?[]
<images/experimenter/advanced_changeparameters1.eps>
[68] <images/experimenter/advanced_changeparameters2.eps>
<images/experimenter/advanced_changeparameters3.eps>
<images/experimenter/advanced_changeparameters4.eps>
<images/experimenter/advanced_changeparameters5.eps>
[69] <images/experimenter/advanced_changeparameters6.eps>
<images/experimenter/advanced_additionalschemes1.eps>
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[70] <images/experimenter/advanced_additionalschemes2.eps>
<images/experimenter/advanced_additionalschemes3.eps>
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[71] <images/experimenter/advanced_additionalschemes4.eps>
<images/experimenter/advanced_additionalschemes5.eps>
[72] <images/experimenter/advanced_additionalschemes6.eps>
[73] <images/experimenter/advanced_rawoutput1.eps>
<images/experimenter/advanced_rawoutput2.eps>
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[]\OT1/cmtt/m/n/10 ClassifierSplitEvaluator: weka.classifiers.trees.J48 -C 0.25
-M 2(version[]
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[]\OT1/cmtt/m/n/10 Correctly Classified Instances 47 92.
1569 %[]
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[]\OT1/cmtt/m/n/10 Incorrectly Classified Instances 4 7.
8431 %[]
[74] <images/experimenter/advanced_cvresultproducer1.eps>
<images/experimenter/advanced_cvresultproducer2.eps>
[75] <images/experimenter/advanced_cvresultproducer3.eps>
<images/experimenter/advanced_cvresultproducer4.eps>
<images/experimenter/advanced_averagingresultproducer1.eps>
[76] <images/experimenter/advanced_averagingresultproducer2.eps>
<images/experimenter/advanced_averagingresultproducer3.eps>
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[]\OT1/cmr/m/n/10 As with the other Re-sult-Pro-duc-ers, ad-di-tional schemes c
an be de-fined. When
<images/experimenter/advanced_averagingresultproducer4.eps>
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[77] <images/experimenter/advanced_averagingresultproducer5.eps>
<images/experimenter/advanced_averagingresultproducer6.eps>
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[78]
[79]
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<images/experimenter/advanced-clusterexperiments-crossvalidationresultproducer.
eps>
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[]
[80]
<images/experimenter/advanced-clusterexperiments-densitybasedclustererspliteval
uator.eps>
<images/experimenter/advanced-clusterexperiments-densitybasedclustererspliteval
uator2.eps>
<images/experimenter/advanced-clusterexperiments-selectclusterer.eps>
<images/experimenter/advanced-clusterexperiments-clustererlist.eps>
[81]
<images/experimenter/advanced-clusterexperiments-analyseclusteringexp.eps>
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[]
[82]
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[]\OT1/cmr/m/n/10 Additional jar archives, i.e., JDBC drivers, are stored in \O
T1/cmtt/m/n/10 /home/johndoe/jars\OT1/cmr/m/n/10 .
[83]
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[]\OT1/cmr/m/n/10 Create a script, called \OT1/cmtt/m/n/10 /home/johndoe/remote
[]engine/startRemoteEngine\OT1/cmr/m/n/10 ,
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[] \OT1/cmtt/m/n/10 -classpath /home/johndoe/jars/hsqldb.jar:remoteEngine.jar
\[]
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[] \OT1/cmtt/m/n/10 -classpath /home/johndoe/jars/mysql.jar:remoteEngine.jar
\[]
[84]
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[]\OT1/cmr/m/n/10 Edit this file and change the "\OT1/cmtt/m/n/9 jdbcURL=jdbc:h
sqldb:hsql://server[]name/database[]name\OT1/cmr/m/n/9 "
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\OT1/cmr/m/n/9 server (e.g., \OT1/cmtt/m/n/9 jdbcURL=jdbc:hsqldb:hsql://dodo.co
mpany.com/experiment\OT1/cmr/m/n/9 ).
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[] \OT1/cmtt/m/n/9 -cp /home/johndoe/jars/hsqldb.jar:remoteEngine.jar:/home/j
ohndoe/weka/weka.jar \[]
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[]\OT1/cmr/m/n/10 Edit this file and change the "\OT1/cmtt/m/n/9 jdbcURL=jdbc:m
ysql://server[]name:3306/database[]name\OT1/cmr/m/n/9 "
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[] \OT1/cmtt/m/n/9 -cp /home/johndoe/jars/mysql.jar:remoteEngine.jar:/home/jo
hndoe/weka/weka.jar \[]
[85]
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[]\OT1/cmtt/m/n/10 01:13:19: RemoteExperiment (//blabla.company.com/RemoteEngin
e)
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\OT1/cmtt/m/n/10 java.sql.SQLException: Table already exists: EXPERIMENT[]INDEX
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\OT1/cmtt/m/n/10 LONGVARCHAR, Experiment[]setup LONGVARCHAR, Result[]table INT
)]
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\OT1/cmtt/m/n/10 (//blabla.company.com/RemoteEngine) (sub)experiment (datataset
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\OT1/cmtt/m/n/10 vineyard.arff) failed : java.sql.SQLException: Table already
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\OT1/cmtt/m/n/10 Experiment[]index ( Experiment[]type LONGVARCHAR, Experiment[]
setup
[86]
[87] <images/experimenter/analyser01.eps> <images/experimenter/analyser02.eps>
[88] <images/experimenter/analyser03.eps> <images/experimenter/analyser04.eps>
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[89] <images/experimenter/analyser05.eps>
[90] <images/experimenter/analyser_outputformat.eps>
<images/experimenter/analyser06.eps> <images/experimenter/analyser07.eps>
<images/experimenter/analyser08.eps>
[91] <images/experimenter/analyser09.eps> <images/experimenter/analyser10.eps>
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[92] <images/experimenter/analyser11.eps>)
[93]
[94]
Chapter 6.
(./knowledgeflow.tex <images/knowledgeflow/knowledgeflow.eps>
[95]
[96]
[97] <images/knowledgeflow/components_datasources.eps>
<images/knowledgeflow/components_datasinks.eps>
<images/knowledgeflow/components_filters.eps>
<images/knowledgeflow/components_classifiers.eps>
<images/knowledgeflow/components_clusterers.eps>
<images/knowledgeflow/components_evaluation.eps>
[98]
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[]\OT1/cmr/m/it/10 ClassifierPerformanceEvaluator \OT1/cmr/m/n/10 - eval-u-ate
the per-for-mance of batch trained/tested
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[]\OT1/cmr/m/it/10 ClustererPerformanceEvaluator \OT1/cmr/m/n/10 - eval-u-ate t
he per-for-mance of batch trained/tested
[99] <images/knowledgeflow/components_visualization.eps>
[100] <images/knowledgeflow/example_j48.eps>
[101]
[102] <images/knowledgeflow/example_multiple_roc.eps>
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[]
[103] <images/knowledgeflow/example_multiple_roc_output.eps>
[104] <images/knowledgeflow/IncrementalFlow.eps>
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[]
[105] <images/knowledgeflow/IncrementalChart.eps>
<images/knowledgeflow/IncrementalClassifierConfig.eps>
[106]
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\OT1/cmr/m/n/10 mech-a-nism. Plu-g-ins are in-stalled in a di-rec-tory called [
][]\OT1/cmtt/m/n/10 .knowledgeFlow/plugins
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[]\OT1/cmtt/m/n/10 cygnus:~ mhall$ jar tvf /Users/mhall/.knowledgeFlow/plugins/
kettle/kettleKF.jar[]
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[] \OT1/cmtt/m/n/10 2812 Wed Feb 20 14:01:20 NZDT 2008 weka/gui/beans/icons/Ke
ttleInput.gif[]
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[] \OT1/cmtt/m/n/10 2812 Wed Feb 20 14:01:18 NZDT 2008 weka/gui/beans/icons/Ke
ttleInput_animated.gif[]
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[] \OT1/cmtt/m/n/10 1839 Wed Feb 20 13:59:08 NZDT 2008 weka/gui/beans/KettleIn
put.class[]
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[] \OT1/cmtt/m/n/10 174 Tue Feb 19 15:27:24 NZDT 2008 weka/gui/beans/KettleIn
putBeanInfo.class[]
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[]\OT1/cmtt/m/n/10 cygnus:~ mhall$ more /Users/mhall/.knowledgeFlow/plugins/ket
tle/Beans.props[]
)
[107]
[108]
Chapter 7.
(./arffviewer.tex <images/arffviewer/arffviewer_main.eps>
[109] <images/arffviewer/arffviewer_menu_file.eps>
<images/arffviewer/arffviewer_menu_edit.eps>
<images/arffviewer/arffviewer_menu_view.eps>
[110] <images/arffviewer/arffviewer_tableheader_popup.eps>
<images/arffviewer/arffviewer_table_popup.eps>
[111] <images/arffviewer/arffviewer_editing_nominal.eps>
[112] <images/arffviewer/arffviewer_sort_view.eps>)
[113]
[114]
Chapter 8.
(./bayesnet.tex <images/bayesnet/gui.net.eps>
[115]
[116] <images/bayesnet/select.eps>
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[117] <images/bayesnet/bayesnet.options.eps>
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\OT1/cmr/m/n/10 fer-ent from the ADTree clas-si-fier al-go-rithm from \OT1/cmtt
/m/n/10 weka.classifiers.tree.ADTree\OT1/cmr/m/n/10 .
[118] <images/bayesnet/local.algorithms.eps>
[119]
[120] <images/bayesnet/score.sa.eps>
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[121] <images/bayesnet/score.tabu.eps>
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<images/bayesnet/score.genetic.eps>
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[122] <images/bayesnet/ci.algorithms.eps>
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\OT1/cmr/m/sl/10 8.3. CONDITIONAL INDEPENDENCE TEST BASED STRUCTURE LEARNING \
OT1/cmr/m/n/10 123
[123]
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[] \OT1/cmtt/m/n/10 Rule 5: if no edges are directed then take a rand
om one (first we can find)[]
<images/bayesnet/ci.ics.eps>
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<images/bayesnet/global.algorithms.eps>
[124] <images/bayesnet/global.k2.eps>
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[125] <images/bayesnet/fixed.algorithms.eps>
[126] <images/bayesnet/estimate.algorithms.eps>
<images/bayesnet/estimate.direct.eps> <images/bayesnet/estimate.bma.eps>
[127]
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[] \OT1/cmtt/m/n/9 Sets test file. If missing, a cross-validation will b
e performed on the[]
[128]
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[] \OT1/cmtt/m/n/9 Retrieves the options from the XML-data instead of th
e command line.[]
[129]
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[] \OT1/cmtt/m/n/10 Use tournament selection (true) or maximum subpopul
atin (false).[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
[130]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
[131]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
[132]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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[] \OT1/cmtt/m/n/10 When determining whether an edge exists a search is
performed[]
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[] \OT1/cmtt/m/n/10 for a set Z that separates the nodes. MaxCardinalit
y determines[]
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[] \OT1/cmtt/m/n/10 the maximum size of the set Z. This greatly influen
ces the[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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[] \OT1/cmtt/m/n/10 Use tournament selection (true) or maximum subpopul
atin (false).[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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of the[]
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structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
[135]
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structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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[] \OT1/cmtt/m/n/10 Name of file containing network structure in BIF fo
rmat[]
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[]\OT1/cmtt/m/n/10 Scheme: weka.classifiers.bayes.BayesNet -D -B iris.xml
-Q weka.classifiers.bayes.net.search.local.K2 -- -P 2 -S BAYES -E weka.classif
iers.bayes.net.estimate.SimpleEstimator -- -A 0.5[]
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[]\OT1/cmtt/m/n/10 Relation: iris-weka.filters.unsupervised.attribute.Discr
etize-B2-M-1.0-Rfirst-last[]
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[]\OT1/cmtt/m/n/10 Correctly Classified Instances 116 77.
3333 %[]
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[]\OT1/cmtt/m/n/10 Incorrectly Classified Instances 34 22.
6667 %[]
<images/bayesnet/gui.select.eps>
[139] <images/bayesnet/gui.net2.eps>
[140] <images/bayesnet/gui.netoptions.eps> <images/bayesnet/gui.table.eps>
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[141] <images/bayesnet.editor/viewgraph.eps>
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[]
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[142] <images/bayesnet.editor/menufile.eps>
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\OT1/cmr/m/n/10 vari-ables are dis-cretized us-ing the \OT1/cmtt/m/n/10 weka.fi
lters.supervised.attribute.Discretize
<images/bayesnet.editor/menuedit.eps>
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[143] <images/bayesnet.editor/dlg.addnode.eps>
<images/bayesnet.editor/dlg.addarc.eps>
[144] <images/bayesnet.editor/dlg.addarc2.eps>
<images/bayesnet.editor/dlg.delarc.eps>
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<images/bayesnet.editor/menutools.eps>
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[]\OT1/cmr/m/n/10 The Gen-er-ate Net-work menu al-lows gen-er-a-tion of a com-p
lete ran-dom Bayesian
<images/bayesnet.editor/dlg.generate.eps>
[145] <images/bayesnet.editor/dlg.generated.eps>
<images/bayesnet.editor/dlg.learn.eps> <images/bayesnet.editor/dlg.layout.eps>
[146] <images/bayesnet.editor/viewevidence.eps>
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[]
<images/bayesnet.editor/viewcliques.eps>
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<images/bayesnet.editor/menuhelp.eps> <images/bayesnet.editor/toolbar.eps>
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[]
[148] <images/bayesnet.editor/popupmenuleft.eps>
<images/bayesnet.editor/pop.r.setevidence.eps>
<images/bayesnet.editor/dlg.renamenode.eps>
[149] <images/bayesnet.editor/dlg.CPT.eps>
<images/bayesnet.editor/pop.r.addparent.eps>
<images/bayesnet.editor/pop.r.delparent.eps>
[150] <images/bayesnet.editor/pop.r.delchild.eps>
<images/bayesnet.editor/dlg.addvalue.eps>
<images/bayesnet.editor/pop.r.renvalue.eps>
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[]\OT1/cmr/m/n/10 Create a class that de-rives from \OT1/cmtt/m/n/10 weka.class
ifiers.bayes.net.search.SearchAlgorithm\OT1/cmr/m/n/10 .
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\OT1/cmr/m/n/10 validation based, you prob-a-bly want to de-rive from \OT1/cmtt
/m/n/10 ScoreSearchAlgorithm\OT1/cmr/m/n/10 ,
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\OT1/cmtt/m/n/10 CISearchAlgorithm \OT1/cmr/m/n/10 or \OT1/cmtt/m/n/10 CVSearch
Algorithm \OT1/cmr/m/n/10 in-stead of de-riv-ing from \OT1/cmtt/m/n/10 SearchAl
gorithm
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\OT1/cmtt/m/n/10 public void buildStructure(BayesNet bayesNet, Instances instan
ces)\OT1/cmr/m/n/10 .
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\OT1/cmr/m/n/10 You can ac-cess the par-entsets us-ing \OT1/cmtt/m/n/10 bayesNe
t.getParentSet(iAttribute)
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\OT1/cmtt/m/n/10 bayesNet.getParentSet(iAttribute).AddParent(iParent, instances
)
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[]\OT1/cmr/m/n/10 Alternatively, im-ple-ment \OT1/cmtt/m/n/10 public void searc
h(BayesNet bayesNet, Instances
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\OT1/cmtt/m/n/10 weka.classifiers.bayes.net.estimate.BayesNetEstimator\OT1/cmr/
m/n/10 . Let's say
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\OT1/cmtt/m/n/10 public void updateClassifier(BayesNet bayesNet, Instance insta
nce)\OT1/cmr/m/n/10 ,
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\OT1/cmtt/m/n/10 public double[] distributionForInstance(BayesNet bayesNet, Ins
tance
[154]
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\OT1/cmr/m/n/10 Use the class \OT1/cmtt/m/n/10 weka.filters.unsupervised.attrib
ute.Discretize \OT1/cmr/m/n/10 to dis-cretize
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\OT1/cmtt/m/n/10 java weka.filters.unsupervised.attribute.Discretize -B 3 -i in
file.arff
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\OT1/cmtt/m/n/10 java weka.classifiers.bayes.net.BayesNetGenerator -B -N 10 -A
9 -C
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\OT1/cmtt/m/n/10 java weka.classifiers.bayes.net.BayesNetGenerator -N 15 -A 20
-C 3
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\OT1/cmtt/m/n/10 java weka.classifiers.bayes.net.BayesNetGenerator -F alarm.xml
-M 1000
[155]
[156]
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[]\OT1/cmr/m/n/10 Only leave-one-out, k-fold and cu-mu-la-tive cross-validation
are im-ple-mented.
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\OT1/cmr/m/n/10 These im-ple-men-ta-tions can be made more ef-fi-cient and othe
r cross-validation
)
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Chapter 9.
(./arff.tex
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[] \OT1/cmtt/m/n/10 % (b) Donor: Michael Marshall (MARSHALL%PLU@io.arc.na
sa.gov)[]
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[] \OT1/cmtt/m/n/10 @ATTRIBUTE class {Iris-setosa,Iris-versicolor,Iris-
virginica}[]
[161]
[162]
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\OT1/cmr/m/n/10 pos-si-ble val-ues: $\OML/cmm/m/it/10 <$\OT1/cmtt/m/n/10 nomina
l-name1$\OML/cmm/m/it/10 >$\OT1/cmtt/m/n/10 , $\OML/cmm/m/it/10 <$\OT1/cmtt/m/n
/10 nominal-name2$\OML/cmm/m/it/10 >$\OT1/cmtt/m/n/10 , $\OML/cmm/m/it/10 <$\OT
1/cmtt/m/n/10 nominal-name3$\OML/cmm/m/it/10 >$\OT1/cmtt/m/n/10 ,
[163]
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[165])
[166]
Chapter 10.
(./xrff.tex
[167]
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[] \OT1/cmtt/m/n/10 <!ATTLIST attribute type (numeric|date|nominal|string|r
elational) #REQUIRED>[]
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[170])
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Chapter 11.
(./converters.tex
[173]
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[] \OT1/cmtt/m/n/10 java weka.core.converters.CSVLoader iris.csv > iris.ar
ff[]
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[] \OT1/cmtt/m/n/10 java weka.core.converters.CSVSaver -i iris.arff -o iri
s.csv[]
[174]
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[] \OT1/cmtt/m/n/10 java weka.core.converters.DatabaseLoader -Q "select * f
rom employee"[]
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[] \OT1/cmtt/m/n/10 java weka.core.converters.DatabaseSaver -i iris.arff -
T iris[]
)
[175]
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Chapter 12.
(./stemmers.tex
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\OT1/cmr/m/n/10 Weka con-tains a wrap-per class for the Snow-ball (home-page: [
][][][])
[177]
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[]\OT1/cmr/m/n/10 within the String-ToWord-Vec-tor (pack-age \OT1/cmtt/m/n/10 w
eka.filters.unsupervised.attribute\OT1/cmr/m/n/10 )
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\OT1/cmr/m/n/10 the \OT1/cmtt/m/n/10 GenericObjectEditor.props\OT1/cmr/m/n/10 /
\OT1/cmtt/m/n/10 GenericPropertiesCreator.props \OT1/cmr/m/n/10 file
)
[178]
Chapter 13.
(./databases.tex
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[]\OT1/cmtt/m/n/10 DatabaseUtils.props.mssqlserver2005 \OT1/cmr/m/n/10 - MS SQL
Server 2005 ($\OML/cmm/m/it/10 >\OT1/cmr/m/n/10 =$3.4.11,
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[]\OT1/cmtt/m/n/10 DatabaseUtils.props.odbc \OT1/cmr/m/n/10 - ODBC ac-cess via
Sun's ODBC/JDBC bridge,
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[180]
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\OT1/cmtt/m/n/10 jdbc:postgresql://server.my.domain:5432/MyDatabase?user=$\OML/
cmm/m/it/10 <$\OT1/cmtt/m/n/10 ...$\OML/cmm/m/it/10 >$\OT1/cmtt/m/n/10 &passwor
d=$\OML/cmm/m/it/10 <$\OT1/cmtt/m/n/10 ...$\OML/cmm/m/it/10 >$
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[][][][]
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\OT1/cmr/m/n/10 com-mand \OT1/cmtt/m/n/10 java weka.core.SystemInfo \OT1/cmr/m/
n/10 and check whether the prop-
[183])
[184]
Chapter 14.
(./windows_databases.tex
[185]
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Chapter 15.
(./research.tex
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\OT1/cmr/m/n/10 ter-face it is now easy to ex-tract all the pa-per ref-er-ences
via \OT1/cmtt/m/n/10 weka.core.ClassDiscovery
[191] (./includes/get_wekatechinfo.tex
[192]
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[]\OT1/cmtt/m/n/7 TECHINFOHANDLERS=`$JAVA weka.core.ClassDiscovery $TECHINFOHAN
DLER $PACKAGES | grep "\. weka" | sed s/".*weka"/weka/g`[]
))
[193]
[194]
Chapter 16.
(./using_api.tex
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[195]
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\OT1/cmr/m/n/10 support-vector ma-chine clas-si-fier \OT1/cmr/m/it/10 SMO \OT1/
cmr/m/n/10 (pack-age \OT1/cmtt/m/n/10 weka.classifiers.functions\OT1/cmr/m/n/10
)
[196]
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\OT1/cmr/m/n/10 method, it is best to have a look at the \OT1/cmtt/m/n/10 setOp
tions(String[]) \OT1/cmr/m/n/10 and \OT1/cmtt/m/n/10 getOptions()
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[]\OT1/cmr/m/n/10 A \OT1/cmtt/m/n/10 SelectedTag \OT1/cmr/m/n/10 gets con-struc
ted us-ing the ar-ray of all pos-si-ble \OT1/cmtt/m/n/10 weka.core.Tag
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[] \OT1/cmtt/m/n/10 setEvaluation(new SelectedTag(EVALUATION_CC, TAGS_EVALU
ATION));[]
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\OT1/cmr/m/n/10 the \OT1/cmtt/m/n/10 attribute(int) \OT1/cmr/m/n/10 method. Thi
s method re-turns \OT1/cmtt/m/n/10 weka.core.Attribute
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[]\OT1/cmr/m/n/10 The \OT1/cmtt/m/n/10 DataSource \OT1/cmr/m/n/10 class (in-ner
class of the \OT1/cmtt/m/n/10 weka.core.converters.ConverterUtils
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\OT1/cmr/m/n/10 loaded into mem-ory and then pro-vided row-by-row (``pseudo-inc
remental'').
[199]
[200]
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\OT1/cmr/m/n/10 The class \OT1/cmtt/m/n/10 wekaexamples.core.CreateInstances \O
T1/cmr/m/n/10 of the \OT1/cmr/m/it/10 Weka Ex-am-ples \OT1/cmr/m/n/10 collectio
n[[]]
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\OT1/cmr/m/n/10 For all of the dif-fer-ent at-tribute types, WEKA uses the same
class, \OT1/cmtt/m/n/10 weka.core.Attribute\OT1/cmr/m/n/10 ,
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[] \OT1/cmtt/m/n/10 Attribute date = new Attribute("name_of_attr", "yyyy-MM-d
d");[]
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[] \OT1/cmtt/m/n/10 Attribute string = new Attribute("name_of_attr", (FastVec
tor) null);[]
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[] \OT1/cmtt/m/n/10 Attribute relational = new Attribute("name_of_attr", rel_
struct);[]
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[] \OT1/cmtt/m/n/10 Instances dataset = new Instances("Test-dataset", attribu
tes, 0);[]
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\OT1/cmr/m/n/10 to it, row by row. There are ba-si-cally two con-struc-tors of
the \OT1/cmtt/m/n/10 weka.core.Instance
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[]\OT1/cmtt/m/n/10 Instance(double weight, double[] attValues) \OT1/cmr/m/n/10
-- gen-er-ates an \OT1/cmtt/m/n/10 Instance
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[203]
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[] \OT1/cmtt/m/n/10 values[3] = data.attribute(3).addStringValue("This is a st
ring");[]
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[] \OT1/cmtt/m/n/10 Instances dataRel = new Instances(data.attribute(4).relati
on(),0);[]
[204]
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\OT1/cmr/m/n/10 Simply gen-er-at-ing an ARFF file is achieved us-ing the static
\OT1/cmtt/m/n/10 DataGenerator.makeData
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\OT1/cmr/m/n/10 method. In or-der to write to a file, the gen-er-a-tor needs to
have a \OT1/cmtt/m/n/10 java.io.PrintWriter
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[] \OT1/cmtt/m/n/10 new java.io.BufferedWriter(new java.io.FileWriter("rdg1.ar
ff")));[]
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[]\OT1/cmr/m/n/10 Using the \OT1/cmtt/m/n/10 Randomize \OT1/cmr/m/n/10 fil-ter
(pack-age \OT1/cmtt/m/n/10 weka.filters.unsupervised.instance\OT1/cmr/m/n/10 ).
[206]
[207]
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[] \OT1/cmtt/m/n/10 remove.setInputFormat(data); // inform filter abo
ut dataset[]
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[] \OT1/cmtt/m/n/10 // **AFTER** setting
options[]
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[] \OT1/cmtt/m/n/10 Instances newData = Filter.useFilter(data, remove); // ap
ply filter[]
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\OT1/cmr/m/n/10 A com-mon trap to fall into is set-ting op-tions \OT1/cmr/bx/n/
10 af-ter \OT1/cmr/m/n/10 the \OT1/cmtt/m/n/10 setInputFormat(Instances)
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\OT1/cmr/m/n/10 with the \OT1/cmtt/m/n/10 Standardize \OT1/cmr/m/n/10 fil-ter (
pack-age \OT1/cmtt/m/n/10 weka.filters.unsupervised.attribute\OT1/cmr/m/n/10 ):
[208]
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\OT1/cmr/m/n/10 like \OT1/cmtt/m/n/10 FilteredClassifier \OT1/cmr/m/n/10 (pack-
age \OT1/cmtt/m/n/10 weka.classifiers.meta\OT1/cmr/m/n/10 ), \OT1/cmtt/m/n/10 F
ilteredClusterer
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\OT1/cmr/m/n/10 (pack-age \OT1/cmtt/m/n/10 weka.clusterers\OT1/cmr/m/n/10 ), \O
T1/cmtt/m/n/10 FilteredAssociator \OT1/cmr/m/n/10 (pack-age \OT1/cmtt/m/n/10 we
ka.associations\OT1/cmr/m/n/10 )
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\OT1/cmr/m/n/10 and \OT1/cmtt/m/n/10 FilteredAttributeEval\OT1/cmr/m/n/10 /\OT1
/cmtt/m/n/10 FilteredSubsetEval \OT1/cmr/m/n/10 (in \OT1/cmtt/m/n/10 weka.attri
buteSelection\OT1/cmr/m/n/10 ).
[209]
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\OT1/cmr/m/n/10 All in-cre-men-tal clas-si-fiers in WEKA im-ple-ment the in-ter
-face \OT1/cmtt/m/n/10 UpdateableClassifier
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[]\OT1/cmr/m/it/10 update \OT1/cmr/m/n/10 the model row-by-row, by call-ing the
\OT1/cmtt/m/n/10 updateClassifier(Instance)
[210]
[211]
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\OT1/cmr/m/n/10 The eval-u-a-tion step, in-clud-ing col-lec-tion of statis-tics
, is per-formed by the \OT1/cmtt/m/n/10 Evaluation
[212]
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[] \OT1/cmtt/m/n/10 System.out.println(eval.toSummaryString("\nResults\n\n",
false));[]
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[] \OT1/cmtt/m/n/10 System.out.println(eval.toSummaryString("\nResults\n\n",
false));[]
[213]
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[]\OT1/cmtt/m/n/10 toClassDetailsString \OT1/cmr/m/n/10 -- out-puts TP/FP rates
, pre-ci-sion, re-call, F-measure,
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[]\OT1/cmtt/m/n/10 toCumulativeMarginDistributionString \OT1/cmr/m/n/10 -- out-
puts the cu-mu-la-tive mar-
[214]
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[] \OT1/cmtt/m/n/10 Instances unlabeled = DataSource.read("/some/where/unlabe
led.arff");[]
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[] \OT1/cmtt/m/n/10 double clsLabel = tree.classifyInstance(unlabeled.insta
nce(i));[]
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[] \OT1/cmtt/m/n/10 double[] dist = cls.distributionForInstance(test.instan
ce(i));[]
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[] \OT1/cmtt/m/n/10 System.out.print(test.instance(i).toString(test.classIn
dex()) + " - ");[]
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[] \OT1/cmtt/m/n/10 System.out.print(test.classAttribute().value((int) pred
) + " - ");[]
[215]
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[]\OT1/cmr/m/it/10 build the model \OT1/cmr/m/n/10 with train-ing data -- call-
ing the \OT1/cmtt/m/n/10 buildClusterer(Instances)
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\OT1/cmr/m/n/10 Incremental clus-ter-ers in WEKA im-ple-ment the in-ter-face \O
T1/cmtt/m/n/10 UpdateableClusterer
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[]\OT1/cmr/m/it/10 update \OT1/cmr/m/n/10 the model row-by-row by call-ing the
the \OT1/cmtt/m/n/10 updateClusterer(Instance)
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[216]
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[217]
[218]
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[] \OT1/cmtt/m/n/10 System.out.println(ClusterEvaluation.evaluateClusterer(new
EM(), options));[]
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[] \OT1/cmtt/m/n/10 DensityBasedClusterer clusterer = new ... // the clust
erer to evaluate[]
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[] \OT1/cmtt/m/n/10 new Random(1)); // and rando
m number generator[]
[219]
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[] \OT1/cmtt/m/n/10 filter.setAttributeIndices("" + (data.classIndex() + 1)
);[]
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[] \OT1/cmtt/m/n/10 Instances dataClusterer = Filter.useFilter(data, filter
);[]
[220]
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[]\OT1/cmtt/m/n/10 clusterInstance(Instance) \OT1/cmr/m/n/10 -- de-ter-mines th
e clus-ter the \OT1/cmtt/m/n/10 Instance \OT1/cmr/m/n/10 would
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[] \OT1/cmtt/m/n/10 int cluster = clusterer.clusterInstance(dataset2.instan
ce(i));[]
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[] \OT1/cmtt/m/n/10 double[] dist = clusterer.distributionForInstance(datas
et2.instance(i));[]
[221]
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[]\OT1/cmr/m/it/10 single at-tribute eval-u-a-tors \OT1/cmr/m/n/10 -- per-form
eval-u-a-tions on sin-gle at-tributes. These
[222]
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[] \OT1/cmtt/m/n/10 AttributeSelectedClassifier classifier = new AttributeSel
ectedClassifier();[]
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[] \OT1/cmtt/m/n/10 evaluation.crossValidateModel(classifier, data, 10, new R
andom(1));[]
[223]
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\OT1/cmr/m/n/10 train-ing a clas-si-fier, then the fil-ter ap-proach is the rig
ht one. The \OT1/cmtt/m/n/10 AttributeSelection
[224]
[225]
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\OT1/cmr/m/n/10 ing the data or use an ex-plicit con-verter (all savers are lo-
cated in the \OT1/cmtt/m/n/10 weka.core.converters
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[]\OT1/cmr/m/n/10 Use the \OT1/cmtt/m/n/10 DataSink \OT1/cmr/m/n/10 class (in-n
er class of \OT1/cmtt/m/n/10 weka.core.converters.ConverterUtils\OT1/cmr/m/n/10
),
[226]
[227]
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\OT1/cmr/m/n/10 tions, us-ing the \OT1/cmtt/m/n/10 ThresholdCurve \OT1/cmr/m/n/
10 class (pack-age \OT1/cmtt/m/n/10 weka.classifiers.evaluation\OT1/cmr/m/n/10
).
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\OT1/cmr/m/n/10 in-stance of the \OT1/cmtt/m/n/10 ThresholdVisualizePanel \OT1/
cmr/m/n/10 class (pack-age \OT1/cmtt/m/n/10 weka.gui.visualize\OT1/cmr/m/n/10 )
.
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[] \OT1/cmtt/m/n/10 Instances curve = tc.getCurve(eval.predictions(), classIn
dex);[]
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[] \OT1/cmtt/m/n/10 ThresholdVisualizePanel tvp = new ThresholdVisualizePanel
();[]
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[] \OT1/cmtt/m/n/10 Utils.doubleToString(ThresholdCurve.getROCArea(curve),4
)+")");[]
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[] \OT1/cmtt/m/n/10 final JFrame jf = new JFrame("WEKA ROC: " + tvp.getName()
);[]
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[228]
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[229]
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[] \OT1/cmtt/m/n/10 JFrame jf = new JFrame("Weka Classifier Tree Visualizer:
J48");[]
[230]
[231]
[232]
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[] \OT1/cmtt/m/n/10 Object o[] = SerializationHelper.readAll("/some/where/j48
.model");[]
)
[233]
[234]
Chapter 17.
(./extending.tex
[235] (./extending_classifier.tex
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[236]
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[237]
[238]
[239]
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[] \OT1/cmtt/m/n/10 result.addAll(Arrays.asList(super.getOptions())); // sup
erclass[]
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\OT1/cmr/m/n/10 re-turns the class prob-a-bil-i-ties ar-ray of the pre-dic-tion
for the given \OT1/cmtt/m/n/10 weka.core.Instance
[240]
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\OT1/cmr/m/n/10 bel in-dex based on the prob-a-bil-i-ties ar-ray that the \OT1/
cmtt/m/n/10 distributionForInstance(Instance)
[241]
[242]
[243]
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[]\OT1/cmr/m/it/10 multi-instance clas-si-fiers \OT1/cmr/m/n/10 -- in or-der to
sig-nal that the spe-cial multi-instance
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\OT1/cmr/m/n/10 instance, \OT1/cmtt/m/n/10 weka.core.MultiInstanceCapabilitiesH
andler\OT1/cmr/m/n/10 , which re-turns
[244]
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\OT1/cmr/m/n/10 in case of de-scen-dants of the \OT1/cmtt/m/n/10 weka.classifie
r.MultipleClassifiersCombiner\OT1/cmr/m/n/10 ,
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[] \OT1/cmtt/m/n/9 result.enable(Capability.NOMINAL_CLASS); // only nominal
classes allowed[]
[245]
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[246]
[247]
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[] \OT1/cmtt/m/n/10 weka.core.CheckOptionHandler -W classname [-- additional pa
rameters][]
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\OT1/cmr/m/n/10 class. The su-per-class for clas-si-fier unit tests is \OT1/cmt
t/m/n/10 weka.classifiers.AbstractClassifierTest\OT1/cmr/m/n/10 .
)
[248] (./extending_filter.tex
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\OT1/cmtt/m/n/10 weka.filters.Filter \OT1/cmr/m/n/10 su-per-class does not im-p
le-ment the \OT1/cmtt/m/n/10 weka.core.OptionHandler
[249]
[250]
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\OT1/cmr/m/n/10 de-ter-mine what the out-put for-mat will be (and set if via \O
T1/cmtt/m/n/10 setOutputFormat(Instances)\OT1/cmr/m/n/10 )
[251] (./includes/BatchFilter.tex)
[252] (./includes/BatchFilter2.tex)
[253] (./includes/BatchFilter3.tex)
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[254] (./includes/StreamFilter.tex)
[255]
[256] (./includes/SimpleBatch.tex
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[] \OT1/cmtt/m/n/8 return "A simple batch filter that adds an additional a
ttribute 'blah' at the end "[]
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[] \OT1/cmtt/m/n/8 result.enable(Capability.NO_CLASS); //// filter doesn't
need class to be set//[]
)
[257]
[258] (./includes/SimpleStream.tex
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[] \OT1/cmtt/m/n/8 result.enable(Capability.NO_CLASS); //// filter doesn't
need class to be set//[]
)
[259]
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\OT1/cmr/m/n/10 bu-tions into ac-count. Must im-ple-ment the \OT1/cmtt/m/n/10 w
eka.filters.SupervisedFilter
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\OT1/cmr/m/n/10 The Javadoc gen-er-a-tion works the same as with clas-si-fiers.
See sec-tion ``Javadoc''
[260]
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[] \OT1/cmtt/m/n/10 weka.core.CheckOptionHandler -W classname [-- additional pa
rameters][]
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[]\OT1/cmr/m/n/10 Here is an ex-am-ple call for \OT1/cmtt/m/n/10 weka.filters.u
nsupervised.attribute.ReplaceMissingValues
)
[261] (./extending_other_algorithms.tex
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\OT1/cmr/m/n/10 like the \OT1/cmtt/m/n/10 FilteredClusterer \OT1/cmr/m/n/10 tha
t fil-ters the data on-the-fly for the base-clusterer.
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\OT1/cmr/m/n/10 one way or an-other. \OT1/cmtt/m/n/10 RandomizableClusterer\OT1
/cmr/m/n/10 , \OT1/cmtt/m/n/10 RandomizableDensityBasedClusterer
[262]
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\OT1/cmr/m/n/10 For ju-nit tests, you can sub-class the \OT1/cmtt/m/n/10 weka.c
lusterers.AbstractClustererTest
[263]
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\OT1/cmr/m/n/10 The an-ces-tor for all eval-u-a-tors is the \OT1/cmtt/m/n/10 we
ka.attributeSelection.ASEvaluation
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[264]
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\OT1/cmr/m/n/10 The an-ces-tor for all search al-go-rithms is the \OT1/cmtt/m/n
/10 weka.attributeSelection.ASSearch
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\OT1/cmr/m/n/10 For ju-nit tests, you can sub-class the \OT1/cmtt/m/n/10 weka.a
ttributeSelection.AbstractEvaluatorTest
[265]
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\OT1/cmr/m/n/10 can also im-ple-ment a meta-associator, de-rived from \OT1/cmtt
/m/n/10 SingleAssociatorEnhancer\OT1/cmr/m/n/10 .
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[] \OT1/cmtt/m/n/10 public void buildAssociations(Instances data) throws Excep
tion {[]
[266]
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[] \OT1/cmtt/m/n/10 AbstractAssociator.runAssociator(new FunkyAssociator(),
args);[]
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[] \OT1/cmtt/m/n/10 weka.associations.CheckAssociator -W classname [further op
tions][]
)
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\OT1/cmr/m/n/10 For ju-nit tests, you can sub-class the \OT1/cmtt/m/n/10 weka.a
ssociations.AbstractAssociatorTest
[267] (./extending_explorer.tex
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[]\OT1/cmtt/m/n/10 weka.gui.explorer.Explorer.CapabilitiesFilterChangeListener
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[]\OT1/cmr/m/n/10 adding the class-name of your class to the Tabs prop-erty in
the \OT1/cmtt/m/n/10 Explorer.props
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[] \OT1/cmtt/m/n/10 /** sends notifications when the set of working instances
gets changed*/[]
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[] \OT1/cmtt/m/n/10 protected PropertyChangeSupport m_Support = new PropertyC
hangeSupport(this);[]
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[] \OT1/cmtt/m/n/10 return "SQL"; // what's displayed as tab-title, e.g.,
Classify[]
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[] \OT1/cmtt/m/n/10 return "Retrieving data from databases"; // the toolti
p of the tab[]
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[] \OT1/cmtt/m/n/10 /** ignored, since we "generate" data and not receive it
*/[]
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[] \OT1/cmtt/m/n/10 /** PropertyChangeListener which will be notified of valu
e changes. */[]
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[] \OT1/cmtt/m/n/10 public void addPropertyChangeListener(PropertyChangeListe
ner l) {[]
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[] \OT1/cmtt/m/n/10 public void removePropertyChangeListener(PropertyChangeLi
stener l) {[]
[268]
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[269]
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[] \OT1/cmtt/m/n/10 /** the Load button - makes the data available in the Exp
lorer */[]
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[] \OT1/cmtt/m/n/10 Instances data = query.retrieveInstances(m_Viewer.g
etQuery());[]
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[] \OT1/cmtt/m/n/10 // set data in preprocess panel (also notifies of c
apabilties changes)[]
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[] \OT1/cmtt/m/n/10 getExplorer().getPreprocessPanel().setInstances(dat
a);[]
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[270] <images/extending/SqlPanel.eps>
[271]
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[] \OT1/cmtt/m/n/10 /** sends notifications when the set of working instances
gets changed*/[]
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[] \OT1/cmtt/m/n/10 protected PropertyChangeSupport m_Support = new PropertyC
hangeSupport(this);[]
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[] \OT1/cmtt/m/n/10 return "DataGeneration"; // what's displayed as tab-ti
tle, e.g., Classify[]
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[] \OT1/cmtt/m/n/10 return "Generating artificial datasets"; // the toolti
p of the tab[]
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[] \OT1/cmtt/m/n/10 /** ignored, since we "generate" data and not receive it
*/[]
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[] \OT1/cmtt/m/n/10 /** PropertyChangeListener which will be notified of valu
e changes. */[]
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[] \OT1/cmtt/m/n/10 public void addPropertyChangeListener(PropertyChangeListe
ner l) {[]
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[] \OT1/cmtt/m/n/10 public void removePropertyChangeListener(PropertyChangeLi
stener l) {[]
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[272]
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[] \OT1/cmtt/m/n/10 protected GenericObjectEditor m_GeneratorEditor = new Gen
ericObjectEditor();[]
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[] \OT1/cmtt/m/n/10 protected JButton m_ButtonGenerate = new JButton("Generat
e");[]
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[] \OT1/cmtt/m/n/10 DataGenerator generator = (DataGenerator) m_Generator
Editor.getValue();[]
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[] \OT1/cmtt/m/n/10 String cname = generator.getClass().getName().replace
All(".*\\.", "");[]
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[] \OT1/cmtt/m/n/10 cmd += " "+Utils.joinOptions(((OptionHandler)genera
tor).getOptions());[]
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[] \OT1/cmtt/m/n/10 DataGenerator.makeData(generator, generator.getOpti
ons());[]
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[] \OT1/cmtt/m/n/10 getExplorer(), "Error generating data:\n" + ex.ge
tMessage(),[]
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[273]
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[] \OT1/cmtt/m/n/10 Instances data = new Instances(new StringReader(m_O
utput.getText()));[]
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[] \OT1/cmtt/m/n/10 // set data in preprocess panel (also notifies of c
apabilties changes)[]
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[] \OT1/cmtt/m/n/10 getExplorer().getPreprocessPanel().setInstances(dat
a);[]
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[] \OT1/cmtt/m/n/10 getExplorer(), "Error generating data:\n" + ex.ge
tMessage(),[]
<images/extending/GeneratorPanel.eps>
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[274] <images/extending/ExperimentPanel.eps>
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[275]
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\OT1/cmr/m/n/10 home di-rec-tory) un-der the key \OT1/cmtt/m/n/10 weka.gui.visu
alize.plugins.VisualizePlugin\OT1/cmr/m/n/10 .
[276] <images/extending/PredictionTable.eps>
[277] <images/extending/PredictionError.eps>))
[278]
Chapter 18.
(./technical_documentation.tex
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[][][]\OT1/cmtt/m/n/10 export CLASSPATH=$CLASSPATH:/home/johndoe/jars/mysql-con
nector-java-5.1.7-bin.jar
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\OT1/cmr/m/n/10 Here's once again how you start the Weka Main-GUI \OT1/cmr/bx/n
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[][]\OT1/cmtt/m/n/10 java -Xmx128m -classpath "%CLASSPATH%;weka.jar" weka.gui.M
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\OT1/cmr/m/n/10 run-time (rather than us-ing only those spec-i-fied in the [][]
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\OT1/cmr/m/n/10 Where the [][]\OT1/cmtt/m/n/10 <key> []\OT1/cmr/m/n/10 cor-re-s
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[]\OT1/cmtt/m/n/10 # exclude all ResultListeners that also implement the Result
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[][][]\OT1/cmtt/m/n/10 java -classpath "/development:/distribution/weka.jar" we
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<images/technical/En-goe-353.eps>
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[] \OT1/cmtt/m/n/10 <!ATTLIST option type (flag | single | hyphens | quotes)
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[] \OT1/cmtt/m/n/10 <options type="classifier" value="weka.classifiers.trees
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[]\OT1/cmr/m/n/10 The DTD for KOML can be found at [][][][]
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\OT1/cmr/m/n/10 put file (see op-tions of [][]\OT1/cmtt/m/n/10 weka.experiment.
Experiment []\OT1/cmr/m/n/10 and [][]\OT1/cmtt/m/n/10 weka.experiment.RemoteExp
eriment
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\OT1/cmr/m/n/10 The GraphVi-su-al-izer ([][]\OT1/cmtt/m/n/10 weka.gui.graphvisu
alizer.GraphVisualizer[]\OT1/cmr/m/n/10 ) can save
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[] \OT1/cmtt/m/n/10 <!ELEMENT NETWORK ( NAME, ( PROPERTY | VARIABLE | DEFINIT
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[] \OT1/cmtt/m/n/10 <!ATTLIST VARIABLE TYPE (nature|decision|utility) "
nature">[]
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Chapter 19.
(./other_resources.tex
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[][][]\OT1/cmtt/m/n/10 java weka.core.converters.CSVLoader filename.csv > filen
ame.arff
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\OT1/cmr/m/n/10 Get-ting [][]\OT1/cmtt/m/n/10 java.lang.NoClassDefFoundError []
\OT1/cmr/m/n/10 ex-cep-tions? Most likely your \OT1/cmr/bx/n/10 CLASS-
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[] \OT1/cmtt/m/n/10 at weka.gui.explorer.PreprocessPanel.addPropertyChang
eListener(PreprocessPanel.java:519)[]
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rs(SynthPanelUI.java:49)[]
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[] \OT1/cmtt/m/n/10 at javax.swing.plaf.synth.SynthPanelUI.installUI(Synt
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[]\OT1/cmr/m/n/10 Java VM op-tions ([][][][])
) (./bibliography.tex
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[]\OT1/cmr/m/it/10 Weka Ex-am-ples \OT1/cmr/m/n/10 -- A col-lec-tion of ex-am-p
le classes, as part of
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[][][][]
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[]\OT1/cmr/m/n/9 Cozman. See [][][][]
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(see the transcript file for additional information)
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\OT1/cmr/m/n/10 This man-ual is li-censed un-der the GNU Gen-eral Pub-lic Li-ce
nse
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\OT1/cmr/m/n/10 ver-sion 2. More in-for-ma-tion about this li-cense can be foun
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Chapter 1.
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[] \OT1/cmtt/m/n/7 % Any relation to real weather is purely coincidental.[]
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\OT1/cmtt/m/n/10 converters.CSVLoader\OT1/cmr/m/n/10 , which can be used to im-
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\OT1/cmr/m/n/10 Any learn-ing al-go-rithm in WEKA is de-rived from the ab-strac
t \OT1/cmtt/m/n/10 weka.classifiers.Classifier
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[]\OT1/cmtt/m/n/10 meta.ClassificationViaRegression -W functions.LinearRegressi
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[]
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[] \OT1/cmtt/m/n/7 Time taken to test model on training data: 0 seconds[]
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[]
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[] \OT1/cmtt/m/n/7 TP Rate FP Rate Precision Recall F-Measure Class[]
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[] \OT1/cmtt/m/n/7 Correctly Classified Instances 9 64.2857 %[]
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[] \OT1/cmtt/m/n/7 Incorrectly Classified Instances 5 35.7143 %[]
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[]\OT1/cmr/m/n/10 The \OT1/cmr/m/it/10 F-Measure \OT1/cmr/m/n/10 is sim-ply 2*P
re-ci-sion*Recall/(Precision+Recall), a com-bined
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\OT1/cmr/m/n/10 dicted class value, the con-fi-
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\OT1/cmr/m/n/10 Dividing by the num-ber of in-stances in the test set, i.e. \OT
1/cmtt/m/n/10 wc -l < soybean-test.preds
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[] \OT1/cmtt/m/n/7 java weka.filters.supervised.instance.StratifiedRemoveFol
ds -N 4 -F 1 -S $run -c last -i ../$f -o $run/t_$f[]
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[] \OT1/cmtt/m/n/7 java weka.filters.supervised.instance.StratifiedRemoveFol
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[] \OT1/cmtt/m/n/7 java weka.filters.supervised.instance.Resample -S 0 -Z
83 -c last -i $run/t$nr$f -o $run/t$nrp1$f[]
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[] \OT1/cmtt/m/n/7 -M "weka.classifiers.meta.ClassificationViaRegression -W
weka.classifiers.functions.LinearRegression -- -S 1" \[]
)
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Chapter 2.
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<images/launching/guic_visualization.eps> <images/launching/guic_help.eps>
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[]\OT1/cmr/bx/n/10 Weka on Source-forge \OT1/cmr/m/n/10 WEKA's project home-pag
e on Source-forge.net.
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Chapter 3.
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\OT1/cmr/m/n/10 with a dot (Unix/Linux: \OT1/cmtt/m/n/10 ./some/other/path/file
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/m/n/10 n$\OT1/cmr/m/n/10 Other$\OMS/cmsy/m/n/10 n$\OT1/cmr/m/n/10 Path$\OMS/cm
sy/m/n/10 n$\OT1/cmr/m/n/10 file).
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Chapter 4.
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Chapter 5.
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[] \OT1/cmtt/m/n/10 @attribute Key_Scheme {weka.classifiers.rules.ZeroR,weka.cl
assifiers.trees.J48}[]
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[] \OT1/cmtt/m/n/10 iris,1,weka.classifiers.rules.ZeroR,,48055541465867954,2005
1221.033,99,51,[]
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[] \OT1/cmtt/m/n/10 17,34,0,33.333333,66.666667,0,0,0.444444,0.471405,100,100,8
0.833088,80.833088,[]
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[] \OT1/cmtt/m/n/10 0,1.584963,1.584963,0,0,0,0,1,17,1,34,0,0,0,0,0.333333,1,0.
5,0.5,0,0,?,?,?,?[]
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[]\OT1/cmtt/m/n/10 ClassifierSplitEvaluator: weka.classifiers.trees.J48 -C 0.25
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1569 %[]
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[]\OT1/cmr/m/n/10 As with the other Re-sult-Pro-duc-ers, ad-di-tional schemes c
an be de-fined. When
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[79]
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uator.eps>
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uator2.eps>
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[81]
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[]\OT1/cmr/m/n/10 Additional jar archives, i.e., JDBC drivers, are stored in \O
T1/cmtt/m/n/10 /home/johndoe/jars\OT1/cmr/m/n/10 .
[83]
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[]engine/startRemoteEngine\OT1/cmr/m/n/10 ,
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\[]
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\[]
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\OT1/cmr/m/n/9 server (e.g., \OT1/cmtt/m/n/9 jdbcURL=jdbc:hsqldb:hsql://dodo.co
mpany.com/experiment\OT1/cmr/m/n/9 ).
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ohndoe/weka/weka.jar \[]
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hndoe/weka/weka.jar \[]
[85]
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\OT1/cmtt/m/n/10 LONGVARCHAR, Experiment[]setup LONGVARCHAR, Result[]table INT
)]
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\OT1/cmtt/m/n/10 (//blabla.company.com/RemoteEngine) (sub)experiment (datataset
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setup
[86]
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[91] <images/experimenter/analyser09.eps> <images/experimenter/analyser10.eps>
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[93]
[94]
Chapter 6.
(./knowledgeflow.tex <images/knowledgeflow/knowledgeflow.eps>
[95]
[96]
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<images/knowledgeflow/components_datasinks.eps>
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[98]
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[]\OT1/cmr/m/it/10 ClassifierPerformanceEvaluator \OT1/cmr/m/n/10 - eval-u-ate
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he per-for-mance of batch trained/tested
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[100] <images/knowledgeflow/example_j48.eps>
[101]
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[106]
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\OT1/cmr/m/n/10 mech-a-nism. Plu-g-ins are in-stalled in a di-rec-tory called [
][]\OT1/cmtt/m/n/10 .knowledgeFlow/plugins
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kettle/kettleKF.jar[]
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ttleInput.gif[]
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put.class[]
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putBeanInfo.class[]
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tle/Beans.props[]
)
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Chapter 7.
(./arffviewer.tex <images/arffviewer/arffviewer_main.eps>
[109] <images/arffviewer/arffviewer_menu_file.eps>
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[110] <images/arffviewer/arffviewer_tableheader_popup.eps>
<images/arffviewer/arffviewer_table_popup.eps>
[111] <images/arffviewer/arffviewer_editing_nominal.eps>
[112] <images/arffviewer/arffviewer_sort_view.eps>)
[113]
[114]
Chapter 8.
(./bayesnet.tex <images/bayesnet/gui.net.eps>
[115]
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\OT1/cmr/m/n/10 fer-ent from the ADTree clas-si-fier al-go-rithm from \OT1/cmtt
/m/n/10 weka.classifiers.tree.ADTree\OT1/cmr/m/n/10 .
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\OT1/cmr/m/sl/10 8.3. CONDITIONAL INDEPENDENCE TEST BASED STRUCTURE LEARNING \
OT1/cmr/m/n/10 123
[123]
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e performed on the[]
[128]
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e command line.[]
[129]
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atin (false).[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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structure,[]
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that all[]
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of the[]
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structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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structure,[]
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that all[]
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of the[]
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structure,[]
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that all[]
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of the[]
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structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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[] \OT1/cmtt/m/n/10 When determining whether an edge exists a search is
performed[]
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[] \OT1/cmtt/m/n/10 for a set Z that separates the nodes. MaxCardinalit
y determines[]
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[] \OT1/cmtt/m/n/10 the maximum size of the set Z. This greatly influen
ces the[]
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structure,[]
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that all[]
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of the[]
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[] \OT1/cmtt/m/n/10 Use tournament selection (true) or maximum subpopul
atin (false).[]
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structure,[]
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of the[]
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structure,[]
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that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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structure,[]
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of the[]
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structure,[]
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of the[]
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structure,[]
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that all[]
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of the[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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[] \OT1/cmtt/m/n/10 Applies a Markov Blanket correction to the network
structure,[]
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[] \OT1/cmtt/m/n/10 after a network structure is learned. This ensures
that all[]
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[] \OT1/cmtt/m/n/10 nodes in the network are part of the Markov blanket
of the[]
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[] \OT1/cmtt/m/n/10 Name of file containing network structure in BIF fo
rmat[]
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[]\OT1/cmtt/m/n/10 Scheme: weka.classifiers.bayes.BayesNet -D -B iris.xml
-Q weka.classifiers.bayes.net.search.local.K2 -- -P 2 -S BAYES -E weka.classif
iers.bayes.net.estimate.SimpleEstimator -- -A 0.5[]
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[]\OT1/cmtt/m/n/10 Relation: iris-weka.filters.unsupervised.attribute.Discr
etize-B2-M-1.0-Rfirst-last[]
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[]\OT1/cmtt/m/n/10 Correctly Classified Instances 116 77.
3333 %[]
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[]\OT1/cmtt/m/n/10 Incorrectly Classified Instances 34 22.
6667 %[]
<images/bayesnet/gui.select.eps>
[139] <images/bayesnet/gui.net2.eps>
[140] <images/bayesnet/gui.netoptions.eps> <images/bayesnet/gui.table.eps>
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[]
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\OT1/cmr/m/n/10 vari-ables are dis-cretized us-ing the \OT1/cmtt/m/n/10 weka.fi
lters.supervised.attribute.Discretize
<images/bayesnet.editor/menuedit.eps>
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[143] <images/bayesnet.editor/dlg.addnode.eps>
<images/bayesnet.editor/dlg.addarc.eps>
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<images/bayesnet.editor/dlg.delarc.eps>
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[]\OT1/cmr/m/n/10 The Gen-er-ate Net-work menu al-lows gen-er-a-tion of a com-p
lete ran-dom Bayesian
<images/bayesnet.editor/dlg.generate.eps>
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<images/bayesnet.editor/dlg.learn.eps> <images/bayesnet.editor/dlg.layout.eps>
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[]
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<images/bayesnet.editor/menuhelp.eps> <images/bayesnet.editor/toolbar.eps>
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[]
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<images/bayesnet.editor/pop.r.setevidence.eps>
<images/bayesnet.editor/dlg.renamenode.eps>
[149] <images/bayesnet.editor/dlg.CPT.eps>
<images/bayesnet.editor/pop.r.addparent.eps>
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[]\OT1/cmr/m/n/10 Create a class that de-rives from \OT1/cmtt/m/n/10 weka.class
ifiers.bayes.net.search.SearchAlgorithm\OT1/cmr/m/n/10 .
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\OT1/cmr/m/n/10 validation based, you prob-a-bly want to de-rive from \OT1/cmtt
/m/n/10 ScoreSearchAlgorithm\OT1/cmr/m/n/10 ,
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\OT1/cmtt/m/n/10 CISearchAlgorithm \OT1/cmr/m/n/10 or \OT1/cmtt/m/n/10 CVSearch
Algorithm \OT1/cmr/m/n/10 in-stead of de-riv-ing from \OT1/cmtt/m/n/10 SearchAl
gorithm
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\OT1/cmtt/m/n/10 public void buildStructure(BayesNet bayesNet, Instances instan
ces)\OT1/cmr/m/n/10 .
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\OT1/cmr/m/n/10 You can ac-cess the par-entsets us-ing \OT1/cmtt/m/n/10 bayesNe
t.getParentSet(iAttribute)
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\OT1/cmtt/m/n/10 bayesNet.getParentSet(iAttribute).AddParent(iParent, instances
)
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[]\OT1/cmr/m/n/10 Alternatively, im-ple-ment \OT1/cmtt/m/n/10 public void searc
h(BayesNet bayesNet, Instances
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\OT1/cmtt/m/n/10 weka.classifiers.bayes.net.estimate.BayesNetEstimator\OT1/cmr/
m/n/10 . Let's say
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\OT1/cmtt/m/n/10 public void updateClassifier(BayesNet bayesNet, Instance insta
nce)\OT1/cmr/m/n/10 ,
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\OT1/cmtt/m/n/10 public double[] distributionForInstance(BayesNet bayesNet, Ins
tance
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\OT1/cmr/m/n/10 Use the class \OT1/cmtt/m/n/10 weka.filters.unsupervised.attrib
ute.Discretize \OT1/cmr/m/n/10 to dis-cretize
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\OT1/cmtt/m/n/10 java weka.filters.unsupervised.attribute.Discretize -B 3 -i in
file.arff
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\OT1/cmtt/m/n/10 java weka.classifiers.bayes.net.BayesNetGenerator -B -N 10 -A
9 -C
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\OT1/cmtt/m/n/10 java weka.classifiers.bayes.net.BayesNetGenerator -N 15 -A 20
-C 3
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\OT1/cmtt/m/n/10 java weka.classifiers.bayes.net.BayesNetGenerator -F alarm.xml
-M 1000
[155]
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[]\OT1/cmr/m/n/10 Only leave-one-out, k-fold and cu-mu-la-tive cross-validation
are im-ple-mented.
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\OT1/cmr/m/n/10 These im-ple-men-ta-tions can be made more ef-fi-cient and othe
r cross-validation
)
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[160]
Chapter 9.
(./arff.tex
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[] \OT1/cmtt/m/n/10 % (b) Donor: Michael Marshall (MARSHALL%PLU@io.arc.na
sa.gov)[]
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[] \OT1/cmtt/m/n/10 @ATTRIBUTE class {Iris-setosa,Iris-versicolor,Iris-
virginica}[]
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[162]
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\OT1/cmr/m/n/10 pos-si-ble val-ues: $\OML/cmm/m/it/10 <$\OT1/cmtt/m/n/10 nomina
l-name1$\OML/cmm/m/it/10 >$\OT1/cmtt/m/n/10 , $\OML/cmm/m/it/10 <$\OT1/cmtt/m/n
/10 nominal-name2$\OML/cmm/m/it/10 >$\OT1/cmtt/m/n/10 , $\OML/cmm/m/it/10 <$\OT
1/cmtt/m/n/10 nominal-name3$\OML/cmm/m/it/10 >$\OT1/cmtt/m/n/10 ,
[163]
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[165])
[166]
Chapter 10.
(./xrff.tex
[167]
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[] \OT1/cmtt/m/n/10 <!ATTLIST attribute type (numeric|date|nominal|string|r
elational) #REQUIRED>[]
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[170])
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Chapter 11.
(./converters.tex
[173]
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[] \OT1/cmtt/m/n/10 java weka.core.converters.CSVLoader iris.csv > iris.ar
ff[]
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[] \OT1/cmtt/m/n/10 java weka.core.converters.CSVSaver -i iris.arff -o iri
s.csv[]
[174]
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[] \OT1/cmtt/m/n/10 java weka.core.converters.DatabaseLoader -Q "select * f
rom employee"[]
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[] \OT1/cmtt/m/n/10 java weka.core.converters.DatabaseSaver -i iris.arff -
T iris[]
)
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Chapter 12.
(./stemmers.tex
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\OT1/cmr/m/n/10 Weka con-tains a wrap-per class for the Snow-ball (home-page: [
][][][])
[177]
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[]\OT1/cmr/m/n/10 within the String-ToWord-Vec-tor (pack-age \OT1/cmtt/m/n/10 w
eka.filters.unsupervised.attribute\OT1/cmr/m/n/10 )
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\OT1/cmr/m/n/10 the \OT1/cmtt/m/n/10 GenericObjectEditor.props\OT1/cmr/m/n/10 /
\OT1/cmtt/m/n/10 GenericPropertiesCreator.props \OT1/cmr/m/n/10 file
)
[178]
Chapter 13.
(./databases.tex
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[]\OT1/cmtt/m/n/10 DatabaseUtils.props.mssqlserver2005 \OT1/cmr/m/n/10 - MS SQL
Server 2005 ($\OML/cmm/m/it/10 >\OT1/cmr/m/n/10 =$3.4.11,
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[]\OT1/cmtt/m/n/10 DatabaseUtils.props.odbc \OT1/cmr/m/n/10 - ODBC ac-cess via
Sun's ODBC/JDBC bridge,
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\OT1/cmtt/m/n/10 jdbc:postgresql://server.my.domain:5432/MyDatabase?user=$\OML/
cmm/m/it/10 <$\OT1/cmtt/m/n/10 ...$\OML/cmm/m/it/10 >$\OT1/cmtt/m/n/10 &passwor
d=$\OML/cmm/m/it/10 <$\OT1/cmtt/m/n/10 ...$\OML/cmm/m/it/10 >$
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[][][][]
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\OT1/cmr/m/n/10 com-mand \OT1/cmtt/m/n/10 java weka.core.SystemInfo \OT1/cmr/m/
n/10 and check whether the prop-
[183])
[184]
Chapter 14.
(./windows_databases.tex
[185]
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Chapter 15.
(./research.tex
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\OT1/cmr/m/n/10 ter-face it is now easy to ex-tract all the pa-per ref-er-ences
via \OT1/cmtt/m/n/10 weka.core.ClassDiscovery
[191] (./includes/get_wekatechinfo.tex
[192]
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[]\OT1/cmtt/m/n/7 TECHINFOHANDLERS=`$JAVA weka.core.ClassDiscovery $TECHINFOHAN
DLER $PACKAGES | grep "\. weka" | sed s/".*weka"/weka/g`[]
))
[193]
[194]
Chapter 16.
(./using_api.tex
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[195]
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\OT1/cmr/m/n/10 support-vector ma-chine clas-si-fier \OT1/cmr/m/it/10 SMO \OT1/
cmr/m/n/10 (pack-age \OT1/cmtt/m/n/10 weka.classifiers.functions\OT1/cmr/m/n/10
)
[196]
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\OT1/cmr/m/n/10 method, it is best to have a look at the \OT1/cmtt/m/n/10 setOp
tions(String[]) \OT1/cmr/m/n/10 and \OT1/cmtt/m/n/10 getOptions()
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[]\OT1/cmr/m/n/10 A \OT1/cmtt/m/n/10 SelectedTag \OT1/cmr/m/n/10 gets con-struc
ted us-ing the ar-ray of all pos-si-ble \OT1/cmtt/m/n/10 weka.core.Tag
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[] \OT1/cmtt/m/n/10 setEvaluation(new SelectedTag(EVALUATION_CC, TAGS_EVALU
ATION));[]
[197]
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\OT1/cmr/m/n/10 the \OT1/cmtt/m/n/10 attribute(int) \OT1/cmr/m/n/10 method. Thi
s method re-turns \OT1/cmtt/m/n/10 weka.core.Attribute
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[]\OT1/cmr/m/n/10 The \OT1/cmtt/m/n/10 DataSource \OT1/cmr/m/n/10 class (in-ner
class of the \OT1/cmtt/m/n/10 weka.core.converters.ConverterUtils
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\OT1/cmr/m/n/10 loaded into mem-ory and then pro-vided row-by-row (``pseudo-inc
remental'').
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\OT1/cmr/m/n/10 The class \OT1/cmtt/m/n/10 wekaexamples.core.CreateInstances \O
T1/cmr/m/n/10 of the \OT1/cmr/m/it/10 Weka Ex-am-ples \OT1/cmr/m/n/10 collectio
n[[]]
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\OT1/cmr/m/n/10 For all of the dif-fer-ent at-tribute types, WEKA uses the same
class, \OT1/cmtt/m/n/10 weka.core.Attribute\OT1/cmr/m/n/10 ,
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[] \OT1/cmtt/m/n/10 Attribute date = new Attribute("name_of_attr", "yyyy-MM-d
d");[]
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[] \OT1/cmtt/m/n/10 Attribute string = new Attribute("name_of_attr", (FastVec
tor) null);[]
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[202]
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[] \OT1/cmtt/m/n/10 Attribute relational = new Attribute("name_of_attr", rel_
struct);[]
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[] \OT1/cmtt/m/n/10 Instances dataset = new Instances("Test-dataset", attribu
tes, 0);[]
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\OT1/cmr/m/n/10 to it, row by row. There are ba-si-cally two con-struc-tors of
the \OT1/cmtt/m/n/10 weka.core.Instance
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[]\OT1/cmtt/m/n/10 Instance(double weight, double[] attValues) \OT1/cmr/m/n/10
-- gen-er-ates an \OT1/cmtt/m/n/10 Instance
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[203]
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[] \OT1/cmtt/m/n/10 values[3] = data.attribute(3).addStringValue("This is a st
ring");[]
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[] \OT1/cmtt/m/n/10 Instances dataRel = new Instances(data.attribute(4).relati
on(),0);[]
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\OT1/cmr/m/n/10 Simply gen-er-at-ing an ARFF file is achieved us-ing the static
\OT1/cmtt/m/n/10 DataGenerator.makeData
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\OT1/cmr/m/n/10 method. In or-der to write to a file, the gen-er-a-tor needs to
have a \OT1/cmtt/m/n/10 java.io.PrintWriter
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[] \OT1/cmtt/m/n/10 new java.io.BufferedWriter(new java.io.FileWriter("rdg1.ar
ff")));[]
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[]\OT1/cmr/m/n/10 Using the \OT1/cmtt/m/n/10 Randomize \OT1/cmr/m/n/10 fil-ter
(pack-age \OT1/cmtt/m/n/10 weka.filters.unsupervised.instance\OT1/cmr/m/n/10 ).
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[207]
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[] \OT1/cmtt/m/n/10 remove.setInputFormat(data); // inform filter abo
ut dataset[]
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[] \OT1/cmtt/m/n/10 // **AFTER** setting
options[]
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[] \OT1/cmtt/m/n/10 Instances newData = Filter.useFilter(data, remove); // ap
ply filter[]
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\OT1/cmr/m/n/10 A com-mon trap to fall into is set-ting op-tions \OT1/cmr/bx/n/
10 af-ter \OT1/cmr/m/n/10 the \OT1/cmtt/m/n/10 setInputFormat(Instances)
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\OT1/cmr/m/n/10 with the \OT1/cmtt/m/n/10 Standardize \OT1/cmr/m/n/10 fil-ter (
pack-age \OT1/cmtt/m/n/10 weka.filters.unsupervised.attribute\OT1/cmr/m/n/10 ):
[208]
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\OT1/cmr/m/n/10 like \OT1/cmtt/m/n/10 FilteredClassifier \OT1/cmr/m/n/10 (pack-
age \OT1/cmtt/m/n/10 weka.classifiers.meta\OT1/cmr/m/n/10 ), \OT1/cmtt/m/n/10 F
ilteredClusterer
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\OT1/cmr/m/n/10 (pack-age \OT1/cmtt/m/n/10 weka.clusterers\OT1/cmr/m/n/10 ), \O
T1/cmtt/m/n/10 FilteredAssociator \OT1/cmr/m/n/10 (pack-age \OT1/cmtt/m/n/10 we
ka.associations\OT1/cmr/m/n/10 )
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\OT1/cmr/m/n/10 and \OT1/cmtt/m/n/10 FilteredAttributeEval\OT1/cmr/m/n/10 /\OT1
/cmtt/m/n/10 FilteredSubsetEval \OT1/cmr/m/n/10 (in \OT1/cmtt/m/n/10 weka.attri
buteSelection\OT1/cmr/m/n/10 ).
[209]
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\OT1/cmr/m/n/10 All in-cre-men-tal clas-si-fiers in WEKA im-ple-ment the in-ter
-face \OT1/cmtt/m/n/10 UpdateableClassifier
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[]\OT1/cmr/m/it/10 update \OT1/cmr/m/n/10 the model row-by-row, by call-ing the
\OT1/cmtt/m/n/10 updateClassifier(Instance)
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\OT1/cmr/m/n/10 The eval-u-a-tion step, in-clud-ing col-lec-tion of statis-tics
, is per-formed by the \OT1/cmtt/m/n/10 Evaluation
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[] \OT1/cmtt/m/n/10 System.out.println(eval.toSummaryString("\nResults\n\n",
false));[]
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[] \OT1/cmtt/m/n/10 System.out.println(eval.toSummaryString("\nResults\n\n",
false));[]
[213]
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[]\OT1/cmtt/m/n/10 toClassDetailsString \OT1/cmr/m/n/10 -- out-puts TP/FP rates
, pre-ci-sion, re-call, F-measure,
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[]\OT1/cmtt/m/n/10 toCumulativeMarginDistributionString \OT1/cmr/m/n/10 -- out-
puts the cu-mu-la-tive mar-
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[] \OT1/cmtt/m/n/10 Instances unlabeled = DataSource.read("/some/where/unlabe
led.arff");[]
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[] \OT1/cmtt/m/n/10 double clsLabel = tree.classifyInstance(unlabeled.insta
nce(i));[]
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[] \OT1/cmtt/m/n/10 double[] dist = cls.distributionForInstance(test.instan
ce(i));[]
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[] \OT1/cmtt/m/n/10 System.out.print(test.instance(i).toString(test.classIn
dex()) + " - ");[]
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[] \OT1/cmtt/m/n/10 System.out.print(test.classAttribute().value((int) pred
) + " - ");[]
[215]
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[]\OT1/cmr/m/it/10 build the model \OT1/cmr/m/n/10 with train-ing data -- call-
ing the \OT1/cmtt/m/n/10 buildClusterer(Instances)
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\OT1/cmr/m/n/10 Incremental clus-ter-ers in WEKA im-ple-ment the in-ter-face \O
T1/cmtt/m/n/10 UpdateableClusterer
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[]\OT1/cmr/m/it/10 update \OT1/cmr/m/n/10 the model row-by-row by call-ing the
the \OT1/cmtt/m/n/10 updateClusterer(Instance)
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[216]
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[217]
[218]
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[] \OT1/cmtt/m/n/10 System.out.println(ClusterEvaluation.evaluateClusterer(new
EM(), options));[]
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[] \OT1/cmtt/m/n/10 DensityBasedClusterer clusterer = new ... // the clust
erer to evaluate[]
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[] \OT1/cmtt/m/n/10 new Random(1)); // and rando
m number generator[]
[219]
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[] \OT1/cmtt/m/n/10 filter.setAttributeIndices("" + (data.classIndex() + 1)
);[]
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[] \OT1/cmtt/m/n/10 Instances dataClusterer = Filter.useFilter(data, filter
);[]
[220]
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[]\OT1/cmtt/m/n/10 clusterInstance(Instance) \OT1/cmr/m/n/10 -- de-ter-mines th
e clus-ter the \OT1/cmtt/m/n/10 Instance \OT1/cmr/m/n/10 would
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[] \OT1/cmtt/m/n/10 int cluster = clusterer.clusterInstance(dataset2.instan
ce(i));[]
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[] \OT1/cmtt/m/n/10 double[] dist = clusterer.distributionForInstance(datas
et2.instance(i));[]
[221]
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[]\OT1/cmr/m/it/10 single at-tribute eval-u-a-tors \OT1/cmr/m/n/10 -- per-form
eval-u-a-tions on sin-gle at-tributes. These
[222]
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[] \OT1/cmtt/m/n/10 AttributeSelectedClassifier classifier = new AttributeSel
ectedClassifier();[]
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[] \OT1/cmtt/m/n/10 evaluation.crossValidateModel(classifier, data, 10, new R
andom(1));[]
[223]
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\OT1/cmr/m/n/10 train-ing a clas-si-fier, then the fil-ter ap-proach is the rig
ht one. The \OT1/cmtt/m/n/10 AttributeSelection
[224]
[225]
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\OT1/cmr/m/n/10 ing the data or use an ex-plicit con-verter (all savers are lo-
cated in the \OT1/cmtt/m/n/10 weka.core.converters
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[]\OT1/cmr/m/n/10 Use the \OT1/cmtt/m/n/10 DataSink \OT1/cmr/m/n/10 class (in-n
er class of \OT1/cmtt/m/n/10 weka.core.converters.ConverterUtils\OT1/cmr/m/n/10
),
[226]
[227]
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\OT1/cmr/m/n/10 tions, us-ing the \OT1/cmtt/m/n/10 ThresholdCurve \OT1/cmr/m/n/
10 class (pack-age \OT1/cmtt/m/n/10 weka.classifiers.evaluation\OT1/cmr/m/n/10
).
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\OT1/cmr/m/n/10 in-stance of the \OT1/cmtt/m/n/10 ThresholdVisualizePanel \OT1/
cmr/m/n/10 class (pack-age \OT1/cmtt/m/n/10 weka.gui.visualize\OT1/cmr/m/n/10 )
.
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[] \OT1/cmtt/m/n/10 Instances curve = tc.getCurve(eval.predictions(), classIn
dex);[]
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[] \OT1/cmtt/m/n/10 ThresholdVisualizePanel tvp = new ThresholdVisualizePanel
();[]
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[] \OT1/cmtt/m/n/10 Utils.doubleToString(ThresholdCurve.getROCArea(curve),4
)+")");[]
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[] \OT1/cmtt/m/n/10 final JFrame jf = new JFrame("WEKA ROC: " + tvp.getName()
);[]
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[228]
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[229]
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[] \OT1/cmtt/m/n/10 JFrame jf = new JFrame("Weka Classifier Tree Visualizer:
J48");[]
[230]
[231]
[232]
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[] \OT1/cmtt/m/n/10 Object o[] = SerializationHelper.readAll("/some/where/j48
.model");[]
)
[233]
[234]
Chapter 17.
(./extending.tex
[235] (./extending_classifier.tex
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[236]
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[237]
[238]
[239]
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[] \OT1/cmtt/m/n/10 result.addAll(Arrays.asList(super.getOptions())); // sup
erclass[]
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\OT1/cmr/m/n/10 re-turns the class prob-a-bil-i-ties ar-ray of the pre-dic-tion
for the given \OT1/cmtt/m/n/10 weka.core.Instance
[240]
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\OT1/cmr/m/n/10 bel in-dex based on the prob-a-bil-i-ties ar-ray that the \OT1/
cmtt/m/n/10 distributionForInstance(Instance)
[241]
[242]
[243]
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[]\OT1/cmr/m/it/10 multi-instance clas-si-fiers \OT1/cmr/m/n/10 -- in or-der to
sig-nal that the spe-cial multi-instance
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\OT1/cmr/m/n/10 instance, \OT1/cmtt/m/n/10 weka.core.MultiInstanceCapabilitiesH
andler\OT1/cmr/m/n/10 , which re-turns
[244]
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\OT1/cmr/m/n/10 in case of de-scen-dants of the \OT1/cmtt/m/n/10 weka.classifie
r.MultipleClassifiersCombiner\OT1/cmr/m/n/10 ,
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[] \OT1/cmtt/m/n/9 result.enable(Capability.NOMINAL_CLASS); // only nominal
classes allowed[]
[245]
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[246]
[247]
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[] \OT1/cmtt/m/n/10 weka.core.CheckOptionHandler -W classname [-- additional pa
rameters][]
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\OT1/cmr/m/n/10 class. The su-per-class for clas-si-fier unit tests is \OT1/cmt
t/m/n/10 weka.classifiers.AbstractClassifierTest\OT1/cmr/m/n/10 .
)
[248] (./extending_filter.tex
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\OT1/cmtt/m/n/10 weka.filters.Filter \OT1/cmr/m/n/10 su-per-class does not im-p
le-ment the \OT1/cmtt/m/n/10 weka.core.OptionHandler
[249]
[250]
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\OT1/cmr/m/n/10 de-ter-mine what the out-put for-mat will be (and set if via \O
T1/cmtt/m/n/10 setOutputFormat(Instances)\OT1/cmr/m/n/10 )
[251] (./includes/BatchFilter.tex)
[252] (./includes/BatchFilter2.tex)
[253] (./includes/BatchFilter3.tex)
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[254] (./includes/StreamFilter.tex)
[255]
[256] (./includes/SimpleBatch.tex
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[] \OT1/cmtt/m/n/8 return "A simple batch filter that adds an additional a
ttribute 'blah' at the end "[]
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[] \OT1/cmtt/m/n/8 result.enable(Capability.NO_CLASS); //// filter doesn't
need class to be set//[]
)
[257]
[258] (./includes/SimpleStream.tex
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[] \OT1/cmtt/m/n/8 result.enable(Capability.NO_CLASS); //// filter doesn't
need class to be set//[]
)
[259]
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\OT1/cmr/m/n/10 bu-tions into ac-count. Must im-ple-ment the \OT1/cmtt/m/n/10 w
eka.filters.SupervisedFilter
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\OT1/cmr/m/n/10 The Javadoc gen-er-a-tion works the same as with clas-si-fiers.
See sec-tion ``Javadoc''
[260]
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[] \OT1/cmtt/m/n/10 weka.core.CheckOptionHandler -W classname [-- additional pa
rameters][]
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[]\OT1/cmr/m/n/10 Here is an ex-am-ple call for \OT1/cmtt/m/n/10 weka.filters.u
nsupervised.attribute.ReplaceMissingValues
)
[261] (./extending_other_algorithms.tex
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\OT1/cmr/m/n/10 like the \OT1/cmtt/m/n/10 FilteredClusterer \OT1/cmr/m/n/10 tha
t fil-ters the data on-the-fly for the base-clusterer.
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\OT1/cmr/m/n/10 one way or an-other. \OT1/cmtt/m/n/10 RandomizableClusterer\OT1
/cmr/m/n/10 , \OT1/cmtt/m/n/10 RandomizableDensityBasedClusterer
[262]
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\OT1/cmr/m/n/10 For ju-nit tests, you can sub-class the \OT1/cmtt/m/n/10 weka.c
lusterers.AbstractClustererTest
[263]
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\OT1/cmr/m/n/10 The an-ces-tor for all eval-u-a-tors is the \OT1/cmtt/m/n/10 we
ka.attributeSelection.ASEvaluation
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[264]
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\OT1/cmr/m/n/10 The an-ces-tor for all search al-go-rithms is the \OT1/cmtt/m/n
/10 weka.attributeSelection.ASSearch
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\OT1/cmr/m/n/10 For ju-nit tests, you can sub-class the \OT1/cmtt/m/n/10 weka.a
ttributeSelection.AbstractEvaluatorTest
[265]
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\OT1/cmr/m/n/10 can also im-ple-ment a meta-associator, de-rived from \OT1/cmtt
/m/n/10 SingleAssociatorEnhancer\OT1/cmr/m/n/10 .
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[] \OT1/cmtt/m/n/10 public void buildAssociations(Instances data) throws Excep
tion {[]
[266]
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[] \OT1/cmtt/m/n/10 AbstractAssociator.runAssociator(new FunkyAssociator(),
args);[]
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[] \OT1/cmtt/m/n/10 weka.associations.CheckAssociator -W classname [further op
tions][]
)
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\OT1/cmr/m/n/10 For ju-nit tests, you can sub-class the \OT1/cmtt/m/n/10 weka.a
ssociations.AbstractAssociatorTest
[267] (./extending_explorer.tex
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[]\OT1/cmtt/m/n/10 weka.gui.explorer.Explorer.CapabilitiesFilterChangeListener
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[]\OT1/cmr/m/n/10 adding the class-name of your class to the Tabs prop-erty in
the \OT1/cmtt/m/n/10 Explorer.props
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[] \OT1/cmtt/m/n/10 /** sends notifications when the set of working instances
gets changed*/[]
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[] \OT1/cmtt/m/n/10 protected PropertyChangeSupport m_Support = new PropertyC
hangeSupport(this);[]
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[] \OT1/cmtt/m/n/10 return "SQL"; // what's displayed as tab-title, e.g.,
Classify[]
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[] \OT1/cmtt/m/n/10 return "Retrieving data from databases"; // the toolti
p of the tab[]
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[] \OT1/cmtt/m/n/10 /** ignored, since we "generate" data and not receive it
*/[]
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[] \OT1/cmtt/m/n/10 /** PropertyChangeListener which will be notified of valu
e changes. */[]
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[] \OT1/cmtt/m/n/10 public void addPropertyChangeListener(PropertyChangeListe
ner l) {[]
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[] \OT1/cmtt/m/n/10 public void removePropertyChangeListener(PropertyChangeLi
stener l) {[]
[268]
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[269]
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[] \OT1/cmtt/m/n/10 /** the Load button - makes the data available in the Exp
lorer */[]
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[] \OT1/cmtt/m/n/10 Instances data = query.retrieveInstances(m_Viewer.g
etQuery());[]
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[] \OT1/cmtt/m/n/10 // set data in preprocess panel (also notifies of c
apabilties changes)[]
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[] \OT1/cmtt/m/n/10 getExplorer().getPreprocessPanel().setInstances(dat
a);[]
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[270] <images/extending/SqlPanel.eps>
[271]
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[] \OT1/cmtt/m/n/10 /** sends notifications when the set of working instances
gets changed*/[]
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[] \OT1/cmtt/m/n/10 protected PropertyChangeSupport m_Support = new PropertyC
hangeSupport(this);[]
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[] \OT1/cmtt/m/n/10 return "DataGeneration"; // what's displayed as tab-ti
tle, e.g., Classify[]
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[] \OT1/cmtt/m/n/10 return "Generating artificial datasets"; // the toolti
p of the tab[]
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[] \OT1/cmtt/m/n/10 /** ignored, since we "generate" data and not receive it
*/[]
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[] \OT1/cmtt/m/n/10 /** PropertyChangeListener which will be notified of valu
e changes. */[]
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[] \OT1/cmtt/m/n/10 public void addPropertyChangeListener(PropertyChangeListe
ner l) {[]
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[] \OT1/cmtt/m/n/10 public void removePropertyChangeListener(PropertyChangeLi
stener l) {[]
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[272]
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[] \OT1/cmtt/m/n/10 protected GenericObjectEditor m_GeneratorEditor = new Gen
ericObjectEditor();[]
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[] \OT1/cmtt/m/n/10 protected JButton m_ButtonGenerate = new JButton("Generat
e");[]
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[] \OT1/cmtt/m/n/10 DataGenerator generator = (DataGenerator) m_Generator
Editor.getValue();[]
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[] \OT1/cmtt/m/n/10 String cname = generator.getClass().getName().replace
All(".*\\.", "");[]
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[] \OT1/cmtt/m/n/10 cmd += " "+Utils.joinOptions(((OptionHandler)genera
tor).getOptions());[]
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[] \OT1/cmtt/m/n/10 DataGenerator.makeData(generator, generator.getOpti
ons());[]
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[] \OT1/cmtt/m/n/10 getExplorer(), "Error generating data:\n" + ex.ge
tMessage(),[]
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[273]
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[] \OT1/cmtt/m/n/10 Instances data = new Instances(new StringReader(m_O
utput.getText()));[]
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[] \OT1/cmtt/m/n/10 // set data in preprocess panel (also notifies of c
apabilties changes)[]
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[] \OT1/cmtt/m/n/10 getExplorer().getPreprocessPanel().setInstances(dat
a);[]
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[] \OT1/cmtt/m/n/10 getExplorer(), "Error generating data:\n" + ex.ge
tMessage(),[]
<images/extending/GeneratorPanel.eps>
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[274] <images/extending/ExperimentPanel.eps>
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[275]
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\OT1/cmr/m/n/10 home di-rec-tory) un-der the key \OT1/cmtt/m/n/10 weka.gui.visu
alize.plugins.VisualizePlugin\OT1/cmr/m/n/10 .
[276] <images/extending/PredictionTable.eps>
[277] <images/extending/PredictionError.eps>))
[278]
Chapter 18.
(./technical_documentation.tex
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[279]
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[][][]\OT1/cmtt/m/n/10 export CLASSPATH=$CLASSPATH:/home/johndoe/jars/mysql-con
nector-java-5.1.7-bin.jar
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[][][]\OT1/cmtt/m/n/10 setenv CLASSPATH $CLASSPATH:/home/johndoe/jars/mysql-con
nector-java-5.1.7-bin.jar
[280]
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[281]
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\OT1/cmr/m/n/10 Here's once again how you start the Weka Main-GUI \OT1/cmr/bx/n
/10 with \OT1/cmr/m/n/10 your cur-rent [][]\OT1/cmtt/m/n/10 CLASSPATH
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[][]\OT1/cmtt/m/n/10 java -Xmx128m -classpath "%CLASSPATH%;weka.jar" weka.gui.M
ain
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[][][][][]
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[282]
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[][][][][]
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[283]
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\OT1/cmr/m/n/10 run-time (rather than us-ing only those spec-i-fied in the [][]
\OT1/cmtt/m/n/10 GenericObjectEditor.props
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[284]
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[285]
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\OT1/cmr/m/n/10 Where the [][]\OT1/cmtt/m/n/10 <key> []\OT1/cmr/m/n/10 cor-re-s
ponds to a key in the [][]\OT1/cmtt/m/n/10 GenericPropertiesCreator.props
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[]\OT1/cmtt/m/n/10 # exclude all ResultListeners that also implement the Result
Producer interface[]
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[][][]\OT1/cmtt/m/n/10 java -classpath "/development:/distribution/weka.jar" we
ka.gui.GUIChooser
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[287]
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<images/technical/En-goe-353.eps>
[288] <images/technical/En-goe-filter-353.eps>
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[290]
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[] \OT1/cmtt/m/n/10 <!ATTLIST option type (flag | single | hyphens | quotes)
"single">[]
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[291]
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[] \OT1/cmtt/m/n/10 <options type="classifier" value="weka.classifiers.trees
.J48">[]
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[] \OT1/cmtt/m/n/10 <options type="classifier" value="weka.classifiers.trees
.J48"/>[]
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[] \OT1/cmtt/m/n/9 <options type="classifier" value="weka.classifiers.meta
.AdaBoostM1">[]
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[] \OT1/cmtt/m/n/9 <options type="classifier" value="weka.classifier
s.trees.J48">[]
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[] \OT1/cmtt/m/n/9 <options type="classifier" value="weka.classifier
s.meta.AdaBoostM1">[]
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[] \OT1/cmtt/m/n/9 <options type="classifier" value="weka.clas
sifiers.trees.J48"/>[]
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[] \OT1/cmtt/m/n/9 <options type="classifier" value="weka.classifier
s.trees.J48"/>[]
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[]\OT1/cmr/m/n/10 The DTD for KOML can be found at [][][][]
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\OT1/cmr/m/n/10 put file (see op-tions of [][]\OT1/cmtt/m/n/10 weka.experiment.
Experiment []\OT1/cmr/m/n/10 and [][]\OT1/cmtt/m/n/10 weka.experiment.RemoteExp
eriment
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\OT1/cmr/m/n/10 The GraphVi-su-al-izer ([][]\OT1/cmtt/m/n/10 weka.gui.graphvisu
alizer.GraphVisualizer[]\OT1/cmr/m/n/10 ) can save
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[] \OT1/cmtt/m/n/10 <!ELEMENT NETWORK ( NAME, ( PROPERTY | VARIABLE | DEFINIT
ION )* )>[]
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[] \OT1/cmtt/m/n/10 <!ATTLIST VARIABLE TYPE (nature|decision|utility) "
nature">[]
)
[296]
Chapter 19.
(./other_resources.tex
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[][][]\OT1/cmtt/m/n/10 java weka.core.converters.CSVLoader filename.csv > filen
ame.arff
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\OT1/cmr/m/n/10 Get-ting [][]\OT1/cmtt/m/n/10 java.lang.NoClassDefFoundError []
\OT1/cmr/m/n/10 ex-cep-tions? Most likely your \OT1/cmr/bx/n/10 CLASS-
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[]\OT1/cmtt/m/n/10 /usr/share/themes/Mist/gtk-2.0/gtkrc:48: Engine "mist" is un
supported, ignoring[]
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[] \OT1/cmtt/m/n/10 at weka.gui.explorer.PreprocessPanel.addPropertyChang
eListener(PreprocessPanel.java:519)[]
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[] \OT1/cmtt/m/n/10 at javax.swing.plaf.synth.SynthPanelUI.installListene
rs(SynthPanelUI.java:49)[]
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[] \OT1/cmtt/m/n/10 at javax.swing.plaf.synth.SynthPanelUI.installUI(Synt
hPanelUI.java:38)[]
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[301]
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[]\OT1/cmr/m/n/10 Java VM op-tions ([][][][])
) (./bibliography.tex
[302]
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[]\OT1/cmr/m/it/10 Weka Ex-am-ples \OT1/cmr/m/n/10 -- A col-lec-tion of ex-am-p
le classes, as part of
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\OT1/cmr/m/n/10 an ANT project, in-cluded in the WEKA snap-shots (avail-able
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\OT1/cmr/m/n/10 for down-load on the home-page) or di-rectly from sub-ver-sion
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[][][][]
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[]\OT1/cmr/m/n/9 Cozman. See [][][][]
)
[305] (./manual.aux) )
(see the transcript file for additional information)
Output written on manual.dvi (305 pages, 990764 bytes).
Transcript written on manual.log.
make[1]: Leaving directory '/build/reproducible-path/weka-3.6.14'
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install -m644 -D dist/weka.jar debian/weka/usr/share/java/weka-3.6.14.jar
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#main overview page
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install -m644 documentation.css documentation.html weka.gif -t debian/weka-doc/usr/share/doc/weka-doc/
#javadoc
cp -r doc debian/weka-doc/usr/share/doc/weka-doc/
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I: copying local configuration
I: unmounting dev/ptmx filesystem
I: unmounting dev/pts filesystem
I: unmounting dev/shm filesystem
I: unmounting proc filesystem
I: unmounting sys filesystem
I: cleaning the build env
I: removing directory /srv/workspace/pbuilder/2464537 and its subdirectories
I: Current time: Sat Mar 21 09:28:50 -12 2026
I: pbuilder-time-stamp: 1774128530