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Package weka.classifiers.trees |
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Class weka.classifiers.trees.BFTree extends RandomizableClassifier implements Serializable |
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serialVersionUID: -7035607375962528217L
Serialized Fields |
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int m_PruningStrategy
BFTree[] m_Successors
Attribute m_Attribute
double m_SplitValue
java.lang.String m_SplitString
double m_ClassValue
Attribute m_ClassAttribute
int m_minNumObj
int m_numFoldsPruning
boolean m_isLeaf
int m_FixedExpansion
boolean m_Heuristic
boolean m_UseGini
boolean m_UseErrorRate
boolean m_UseOneSE
double[] m_Distribution
double[] m_Props
int[][] m_SortedIndices
double[][] m_Weights
double[][][] m_Dists
double[] m_ClassProbs
double m_TotalWeight
double m_SizePer
Class weka.classifiers.trees.DecisionStump extends AbstractClassifier implements Serializable |
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serialVersionUID: 1618384535950391L
Serialized Fields |
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int m_AttIndex
double m_SplitPoint
double[][] m_Distribution
Instances m_Instances
Classifier m_ZeroR
Class weka.classifiers.trees.J48 extends AbstractClassifier implements Serializable |
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serialVersionUID: -217733168393644444L
Serialized Fields |
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ClassifierTree m_root
boolean m_unpruned
boolean m_collapseTree
float m_CF
int m_minNumObj
boolean m_useMDLcorrection
boolean m_useLaplace
boolean m_reducedErrorPruning
int m_numFolds
boolean m_binarySplits
boolean m_subtreeRaising
boolean m_noCleanup
int m_Seed
Class weka.classifiers.trees.LMT extends AbstractClassifier implements Serializable |
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serialVersionUID: -1113212459618104943L
Serialized Fields |
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ReplaceMissingValues m_replaceMissing
NominalToBinary m_nominalToBinary
LMTNode m_tree
boolean m_fastRegression
boolean m_convertNominal
boolean m_splitOnResiduals
boolean m_errorOnProbabilities
int m_minNumInstances
int m_numBoostingIterations
double m_weightTrimBeta
boolean m_useAIC
Class weka.classifiers.trees.M5P extends M5Base implements Serializable |
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serialVersionUID: -6118439039768244417L
Class weka.classifiers.trees.RandomForest extends AbstractClassifier implements Serializable |
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serialVersionUID: 4216839470751428698L
Serialized Fields |
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int m_numTrees
int m_numFeatures
int m_randomSeed
int m_KValue
Bagging m_bagger
int m_MaxDepth
int m_numExecutionSlots
Class weka.classifiers.trees.RandomTree extends AbstractClassifier implements Serializable |
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serialVersionUID: 8934314652175299374L
Serialized Fields |
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RandomTree[] m_Successors
int m_Attribute
double m_SplitPoint
Instances m_Info
double[] m_Prop
double[] m_ClassDistribution
double m_MinNum
int m_KValue
int m_randomSeed
int m_MaxDepth
int m_NumFolds
boolean m_AllowUnclassifiedInstances
Classifier m_ZeroR
Class weka.classifiers.trees.REPTree extends AbstractClassifier implements Serializable |
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serialVersionUID: -9216785998198681299L
Serialized Fields |
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ZeroR m_zeroR
REPTree.Tree m_Tree
int m_NumFolds
int m_Seed
boolean m_NoPruning
double m_MinNum
double m_MinVarianceProp
int m_MaxDepth
double m_InitialCount
boolean m_SpreadInitialCount
Class weka.classifiers.trees.REPTree.Tree extends java.lang.Object implements Serializable |
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serialVersionUID: -1635481717888437935L
Serialized Fields |
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Instances m_Info
REPTree.Tree[] m_Successors
int m_Attribute
double m_SplitPoint
double[] m_Prop
double[] m_ClassProbs
double[] m_Distribution
double[] m_HoldOutDist
double m_HoldOutError
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