weka.classifiers.trees.j48

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Java Source Code / Java Documentation » Science » weka » weka.classifiers.trees.j48

weka.classifiers.trees.j48

Java Source File Name	Type	Comment
BinC45ModelSelection.java	Class	Class for selecting a C4.5-like binary (!) split for a given dataset.
BinC45Split.java	Class	Class implementing a binary C4.5-like split on an attribute.
C45ModelSelection.java	Class	Class for selecting a C4.5-type split for a given dataset.
C45PruneableClassifierTree.java	Class	Class for handling a tree structure that can be pruned using C4.5 procedures.
C45Split.java	Class	Class implementing a C4.5-type split on an attribute.
ClassifierSplitModel.java	Class	Abstract class for classification models that can be used recursively to split the data.
ClassifierTree.java	Class	Class for handling a tree structure used for classification.
Distribution.java	Class	Class for handling a distribution of class values.
EntropyBasedSplitCrit.java	Class	"Abstract" class for computing splitting criteria based on the entropy of a class distribution.
EntropySplitCrit.java	Class	Class for computing the entropy for a given distribution.
GainRatioSplitCrit.java	Class	Class for computing the gain ratio for a given distribution.
InfoGainSplitCrit.java	Class	Class for computing the information gain for a given distribution.
ModelSelection.java	Class	Abstract class for model selection criteria.
NBTreeClassifierTree.java	Class	Class for handling a naive bayes tree structure used for classification.
NBTreeModelSelection.java	Class	Class for selecting a NB tree split.
NBTreeNoSplit.java	Class	Class implementing a "no-split"-split (leaf node) for naive bayes trees.
NBTreeSplit.java	Class	Class implementing a NBTree split on an attribute.
NoSplit.java	Class	Class implementing a "no-split"-split.
PruneableClassifierTree.java	Class	Class for handling a tree structure that can be pruned using a pruning set.
SplitCriterion.java	Class	Abstract class for computing splitting criteria with respect to distributions of class values.
Stats.java	Class	Class implementing a statistical routine needed by J48 to compute its error estimate.

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