7f7a6868_mloss___Project_details_Mulan__Changelog
[Version] 1.2.0 [Date] July 21, 2010, 09:10:27 [Changelog] 
Classifiers -New algorithms: --Classifier Chain --Ensemble of Classifier Chains --Pruned Sets --Ensemble of Pruned Sets -New common ancestor class for PPT and PrunedSets: LabelsetPruning -Modified neural model and learners to allow custom seed for randomness due to testing needs. -Normalization on MLkNN turned on by default -HierarchyBuilder: removed repetition of check about number of labels and partitions, now allows equal number of labels and partitions Measures -New measures: --AUC evaluation measure (micro/macro)added --MAP (Mean Average Precision) measure added -Added a base class for measures calculated based on confidences -Added a method to get per label Average Precision -Added support for obtaining copies of Measures -Results output precision reduced to 4 decimal places -Added support for incremental addition of evaluation results -Added a method to retrieve the mean value of a measure (for parameter tuning in experiments) Experiments -Added a new package for posting code that ensures the reproducibility of empirical work in research papers -Added a base class for all experiment classes -3 experiment classes added: --ICDM08EnsembleOfPrunedSets --MachineLearning09IBLR --PatternRecognition07MLkNN Thresholding strategies -Added new package for thresholding approaches -Added new thresholding strategies: --OneThreshold --Rcut --SCut --Instance-based thresholding strategies Bugfixes -Fixed bug in TrainTestExperiment -Fixed bug when cross-validating with a custom set of measures -Fixed defects in BPMLL and MMP learners causing them to fail on genbase data set -Updating label indices when data set attributes indices change due to nominal->binary filter Cleanup – API Changes -Removed cobertura library for test coverage generation. -Introduced EMMA library for test coverage generation. -Removed inclusion of test data in distribution package. -AttributeSelection package renamed to DimensionalityReduction
mloss | Project details:Mulan
Changelog