Package | Description |
---|---|
moa.classifiers.trees |
Modifier and Type | Method and Description |
---|---|
void |
FIMTDD.LeafNode.checkForSplit(FIMTDD tree) |
void |
FIMTDD.Node.describeSubtree(FIMTDD tree,
StringBuilder out,
int indent) |
void |
FIMTDD.LeafNode.describeSubtree(FIMTDD tree,
StringBuilder out,
int indent) |
void |
FIMTDD.SplitNode.describeSubtree(FIMTDD tree,
StringBuilder out,
int indent) |
AttributeSplitSuggestion[] |
FIMTDD.LeafNode.getBestSplitSuggestions(SplitCriterion criterion,
FIMTDD tree)
Return the best split suggestions for this node using the given split criteria
|
double[] |
FIMTDD.LeafNode.getClassVotes(weka.core.Instance inst,
FIMTDD tree) |
double |
FIMTDD.Node.getPrediction(weka.core.Instance inst,
FIMTDD tree) |
double |
FIMTDD.LeafNode.getPrediction(weka.core.Instance inst,
FIMTDD tree) |
double |
FIMTDD.SplitNode.getPrediction(weka.core.Instance inst,
FIMTDD tree) |
double |
FIMTDD.LeafNode.getPredictionModel(weka.core.Instance inst,
FIMTDD tree)
Retrieve the class votes using the perceptron learner
|
double |
FIMTDD.LeafNode.getPredictionTargetMean(weka.core.Instance inst,
FIMTDD tree) |
void |
FIMTDD.SplitNode.initializeAlternateTree(FIMTDD tree) |
void |
FIMTDD.LeafNode.learnFromInstance(weka.core.Instance inst,
FIMTDD tree,
boolean growthAllowed)
Method to learn from an instance that passes the new instance to the perceptron learner,
and also prevents the class value from being truncated to an int when it is passed to the
attribute observer
|
DoubleVector |
FIMTDD.FIMTDDPerceptron.normalizedInstance(weka.core.Instance inst,
FIMTDD tree) |
void |
FIMTDD.FIMTDDPerceptron.updatePerceptron(weka.core.Instance inst,
FIMTDD tree)
Update the model using the provided instance
|
void |
FIMTDD.FIMTDDPerceptron.updateWeights(weka.core.Instance inst,
double learningRatio,
FIMTDD tree) |
Constructor and Description |
---|
FIMTDD.LeafNode(FIMTDD tree)
Create a new LeafNode
|
FIMTDD.SplitNode(InstanceConditionalTest splitTest,
FIMTDD tree)
Create a new SplitNode
|
Copyright © 2014 University of Waikato, Hamilton, NZ. All Rights Reserved.