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Description.props
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# Template Description file for a Weka package
#
# Package name (required)
PackageName=mlrules
# Version (required)
Version=2023.7.26
#Date (year-month-day)
Date=2023-07-26
# Title (required)
Title=Maximum Likelihood Rule Ensembles (MLRules)
# Category (recommended)
Category=Classification
# Author (required)
Author=Krzysztof Dembczynski and Wojciech Kotlowski and Roman Slowinski
# Maintainer (required)
Maintainer=Peter Reutemann <[email protected]>
# License (required)
License=GPL 3.0
# Description (required)
Description=Maximum Likelihood Rule Ensembles (MLRules) is a new rule induction algorithm for solving classification problems via probability estimation. The ensemble is built using boosting, by greedily minimizing the negative loglikelihood which results in estimating the class conditional probability distribution. The main advantage of decision rules is their simplicity and comprehensibility: they are logical statements of the form "if condition then decision", which is probably the easiest form of model to interpret. On the other hand, by exploiting a powerful statistical technique to induce the rules, the final ensemble has very high prediction accuracy. Fork of the original code located at: http://www.cs.put.poznan.pl/wkotlowski/software-mlrules.html
# Package URL for obtaining the package archive (required)
PackageURL=https://github.com/fracpete/mlrules-weka-package/releases/download/v2023.7.26/mlrules-2023.7.26.zip
# URL for further information
URL=https://github.com/fracpete/mlrules-weka-package
# Enhances various other packages ?
Enhances=
# Related to other packages?
Related=
# Dependencies (format: packageName (equality/inequality version_number)
Depends=weka (>=3.7.11)
# Message to display in installation. Can be used to provide
# special instructions (e.g. manual stuff needed to complete
# the installation process). (optional).
#MessageToDisplayOnInstall=Funky package requires some extra\n\
# stuff to be installed after installing this package. You will\n\
# need to blah, blah, blah in order to blah, blah, blah...
# Prevent package from being loaded by Weka if the named
# files/directories are not present (relative to the package's
# root directory). Useful for packages that require the user
# to manually install some third-party library(s). (optional)
#DoNotLoadIfFileNotPresent=lib/someLibrary.jar,otherStuff/important,...
# Log message to be displayed if package can't be loaded due to
# missing files/directories. (optional)
#DoNotLoadIfFileNotPresentMessage=funkyPackage can't be loaded because some \
# funky libraries are missing. Please download funkyLibrary.jar from \
# http://www.funky.com and install in $WEKA_HOME/packages/funkyPackage/lib
# Prevent package from being loaded by Weka if the named
# classes can't be instantiated. Useful for packages that rely
# on stuff that has to be installed manually (an example is
# Java3D, which installs itself into the system JRE/JDK. (optional)
#DoNotLoadIfClassNotPresent=com.some.class.from.some.Where,org.some.other.Class,...
# Log message to be displayed if package can't be loaded due to
# missing classes. (optional).
#DoNotLoadIfClassNotPresentMessage=funkyPackage can't be loaded because \
# com.funky.FunkyClass can't be instantiated. Have you downloaded and run \
# the funky software installer for your platform?