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Package weka.classifiers.trees |
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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.J48graft extends AbstractClassifier implements Serializable |
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serialVersionUID: 8823716098042427799L
Serialized Fields |
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ClassifierTree m_root
boolean m_unpruned
float m_CF
int m_minNumObj
boolean m_useLaplace
int m_numFolds
boolean m_binarySplits
boolean m_subtreeRaising
boolean m_noCleanup
boolean m_relabel
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
Package weka.classifiers.trees.j48 |
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Class weka.classifiers.trees.j48.BinC45ModelSelection extends ModelSelection implements Serializable |
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serialVersionUID: 179170923545122001L
Serialized Fields |
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int m_minNoObj
boolean m_useMDLcorrection
Instances m_allData
Class weka.classifiers.trees.j48.BinC45Split extends ClassifierSplitModel implements Serializable |
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serialVersionUID: -1278776919563022474L
Serialized Fields |
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int m_attIndex
int m_minNoObj
boolean m_useMDLcorrection
double m_splitPoint
double m_infoGain
double m_gainRatio
double m_sumOfWeights
Class weka.classifiers.trees.j48.C45ModelSelection extends ModelSelection implements Serializable |
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serialVersionUID: 3372204862440821989L
Serialized Fields |
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int m_minNoObj
boolean m_useMDLcorrection
Instances m_allData
Class weka.classifiers.trees.j48.C45PruneableClassifierTree extends ClassifierTree implements Serializable |
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serialVersionUID: -4813820170260388194L
Serialized Fields |
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boolean m_pruneTheTree
boolean m_collapseTheTree
float m_CF
boolean m_subtreeRaising
boolean m_cleanup
Class weka.classifiers.trees.j48.C45PruneableClassifierTreeG extends ClassifierTree implements Serializable |
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serialVersionUID: 66981207374331964L
Serialized Fields |
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boolean m_pruneTheTree
float m_CF
boolean m_subtreeRaising
boolean m_cleanup
boolean m_relabel
double m_BiProbCrit
boolean m_Debug
Class weka.classifiers.trees.j48.C45Split extends ClassifierSplitModel implements Serializable |
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serialVersionUID: 3064079330067903161L
Serialized Fields |
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int m_complexityIndex
int m_attIndex
int m_minNoObj
boolean m_useMDLcorrection
double m_splitPoint
double m_infoGain
double m_gainRatio
double m_sumOfWeights
int m_index
Class weka.classifiers.trees.j48.ClassifierSplitModel extends java.lang.Object implements Serializable |
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serialVersionUID: 4280730118393457457L
Serialized Fields |
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Distribution m_distribution
int m_numSubsets
Class weka.classifiers.trees.j48.ClassifierTree extends java.lang.Object implements Serializable |
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serialVersionUID: -8722249377542734193L
Serialized Fields |
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ModelSelection m_toSelectModel
ClassifierSplitModel m_localModel
ClassifierTree[] m_sons
boolean m_isLeaf
boolean m_isEmpty
Instances m_train
Distribution m_test
int m_id
Class weka.classifiers.trees.j48.Distribution extends java.lang.Object implements Serializable |
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serialVersionUID: 8526859638230806576L
Serialized Fields |
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double[][] m_perClassPerBag
double[] m_perBag
double[] m_perClass
double totaL
Class weka.classifiers.trees.j48.EntropyBasedSplitCrit extends SplitCriterion implements Serializable |
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serialVersionUID: -2618691439791653056L
Class weka.classifiers.trees.j48.EntropySplitCrit extends EntropyBasedSplitCrit implements Serializable |
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serialVersionUID: 5986252682266803935L
Class weka.classifiers.trees.j48.GainRatioSplitCrit extends EntropyBasedSplitCrit implements Serializable |
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serialVersionUID: -433336694718670930L
Class weka.classifiers.trees.j48.GraftSplit extends ClassifierSplitModel implements Serializable |
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serialVersionUID: 722773260393182051L
Serialized Fields |
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Distribution m_graftdistro
int m_attIndex
double m_splitPoint
int m_maxClass
int m_otherLeafMaxClass
double m_laplace
Distribution m_leafdistro
int m_testType
Class weka.classifiers.trees.j48.InfoGainSplitCrit extends EntropyBasedSplitCrit implements Serializable |
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serialVersionUID: 4892105020180728499L
Class weka.classifiers.trees.j48.ModelSelection extends java.lang.Object implements Serializable |
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serialVersionUID: -4850147125096133642L
Class weka.classifiers.trees.j48.NBTreeClassifierTree extends ClassifierTree implements Serializable |
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serialVersionUID: -4472639447877404786L
Class weka.classifiers.trees.j48.NBTreeModelSelection extends ModelSelection implements Serializable |
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serialVersionUID: 990097748931976704L
Serialized Fields |
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int m_minNoObj
Instances m_allData
Class weka.classifiers.trees.j48.NBTreeNoSplit extends ClassifierSplitModel implements Serializable |
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serialVersionUID: 7824804381545259618L
Serialized Fields |
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NaiveBayesUpdateable m_nb
Discretize m_disc
double m_errors
Class weka.classifiers.trees.j48.NBTreeSplit extends ClassifierSplitModel implements Serializable |
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serialVersionUID: 8922627123884975070L
Serialized Fields |
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int m_complexityIndex
int m_attIndex
int m_minNoObj
double m_splitPoint
double m_sumOfWeights
double m_errors
C45Split m_c45S
NBTreeNoSplit m_globalNB
Class weka.classifiers.trees.j48.NoSplit extends ClassifierSplitModel implements Serializable |
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serialVersionUID: -1292620749331337546L
Class weka.classifiers.trees.j48.PruneableClassifierTree extends ClassifierTree implements Serializable |
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serialVersionUID: -555775736857600201L
Serialized Fields |
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boolean pruneTheTree
int numSets
boolean m_cleanup
int m_seed
Class weka.classifiers.trees.j48.SplitCriterion extends java.lang.Object implements Serializable |
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serialVersionUID: 5490996638027101259L
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