Uses of Class
org.tribuo.common.tree.AbstractTrainingNode.LeafDeterminer
Package
Description
Provides implementations of decision trees for classification problems.
Provides internal implementation classes for classification decision trees.
Provides common functionality for building decision trees, irrespective
of the predicted
Output
.Provides an implementation of decision trees for regression problems.
Provides internal implementation classes for the regression trees.
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Uses of AbstractTrainingNode.LeafDeterminer in org.tribuo.classification.dtree
Modifier and TypeMethodDescriptionprotected AbstractTrainingNode<Label>
CARTClassificationTrainer.mkTrainingNode
(Dataset<Label> examples, AbstractTrainingNode.LeafDeterminer leafDeterminer) -
Uses of AbstractTrainingNode.LeafDeterminer in org.tribuo.classification.dtree.impl
ModifierConstructorDescriptionClassifierTrainingNode
(LabelImpurity impurity, Dataset<Label> examples, AbstractTrainingNode.LeafDeterminer leafDeterminer) Constructor which creates the inverted file. -
Uses of AbstractTrainingNode.LeafDeterminer in org.tribuo.common.tree
Modifier and TypeFieldDescriptionprotected final AbstractTrainingNode.LeafDeterminer
AbstractTrainingNode.leafDeterminer
Modifier and TypeMethodDescriptionprotected abstract AbstractTrainingNode<T>
AbstractCARTTrainer.mkTrainingNode
(Dataset<T> examples, AbstractTrainingNode.LeafDeterminer leafDeterminer) Makes the initial training node.ModifierConstructorDescriptionprotected
AbstractTrainingNode
(int depth, int numExamples, AbstractTrainingNode.LeafDeterminer leafDeterminer) Builds an abstract training node. -
Uses of AbstractTrainingNode.LeafDeterminer in org.tribuo.regression.rtree
Modifier and TypeMethodDescriptionprotected AbstractTrainingNode<Regressor>
CARTJointRegressionTrainer.mkTrainingNode
(Dataset<Regressor> examples, AbstractTrainingNode.LeafDeterminer leafDeterminer) protected AbstractTrainingNode<Regressor>
CARTRegressionTrainer.mkTrainingNode
(Dataset<Regressor> examples, AbstractTrainingNode.LeafDeterminer leafDeterminer) -
Uses of AbstractTrainingNode.LeafDeterminer in org.tribuo.regression.rtree.impl
ModifierConstructorDescriptionJointRegressorTrainingNode
(RegressorImpurity impurity, Dataset<Regressor> examples, boolean normalize, AbstractTrainingNode.LeafDeterminer leafDeterminer) Constructor which creates the inverted file.RegressorTrainingNode
(RegressorImpurity impurity, RegressorTrainingNode.InvertedData tuple, int dimIndex, String dimName, int numExamples, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<Regressor> outputInfo, AbstractTrainingNode.LeafDeterminer leafDeterminer) Constructs a tree training node for regression problems.