Uses of Interface
jsat.classifiers.trees.TreeFeatureImportanceInference

Packages that use TreeFeatureImportanceInference

Package	Description
jsat.classifiers.trees

Uses of TreeFeatureImportanceInference in jsat.classifiers.trees

Classes in jsat.classifiers.trees that implement TreeFeatureImportanceInference

Modifier and Type	Class and Description
class	ImportanceByUses
class	MDA Mean Decrease in Accuracy (MDA) measures feature importance by applying the classifier for each feature, and corruption one feature at a time as each dataum its pushed through the tree.
class	MDI Determines the importance of features by measuring the decrease in impurity caused by each feature used, weighted by the amount of data seen by the node using the feature.

Methods in jsat.classifiers.trees with parameters of type TreeFeatureImportanceInference

Modifier and Type	Method and Description
<Type extends DataSet> OnLineStatistics[]	ERTrees.evaluateFeatureImportance(DataSet<Type> data, TreeFeatureImportanceInference imp) Measures the statistics of feature importance from the trees in this forest.