Version 0.5#
This release includes a number of enhancements and bug fixes, mainly
to the treeple.tree.MultiViewDecisionTreeClassifier
. Most notably,
the max_features
argument now supports an array of values, which
applies a different max_features
argument per feature view.
Changelog#
Enhancement
treeple.tree.MultiViewDecisionTreeClassifier
now rounds up the number of features to split on to the nearest integer when applyingmax_features
to each feature view, by Adam Li (##183).Feature
treeple.tree.MultiViewDecisionTreeClassifier
now supports an array passed in formax_features
, which applies a different max_features argument per view, by Adam Li (##183).Fix
treeple.tree.MultiViewDecisionTreeClassifier
now correctly handles the case where there is one feature view that is exhausted, and another that is not forapply_max_features_per_feature_set = False
, by Adam Li (##183).Fix
treeple.stats.FeatureImportanceForestClassifier
now correctly passes metric kwargs to the null distribution function, by Adam Li (##183).
Code and Documentation Contributors#
Thanks to everyone who has contributed to the maintenance and improvement of the project since version inception, including: