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Package weka.classifiers.meta |
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Class weka.classifiers.meta.AdaBoostM1 extends RandomizableIteratedSingleClassifierEnhancer implements Serializable |
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serialVersionUID: -1178107808933117974L
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double[] m_Betas
int m_NumIterationsPerformed
int m_WeightThreshold
boolean m_UseResampling
int m_NumClasses
Classifier m_ZeroR
Class weka.classifiers.meta.AdditiveRegression extends IteratedSingleClassifierEnhancer implements Serializable |
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serialVersionUID: -2368937577670527151L
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double m_shrinkage
int m_NumIterationsPerformed
ZeroR m_zeroR
boolean m_SuitableData
Class weka.classifiers.meta.AttributeSelectedClassifier extends SingleClassifierEnhancer implements Serializable |
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serialVersionUID: -1151805453487947577L
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AttributeSelection m_AttributeSelection
ASEvaluation m_Evaluator
ASSearch m_Search
Instances m_ReducedHeader
int m_numClasses
double m_numAttributesSelected
double m_selectionTime
double m_totalTime
Class weka.classifiers.meta.Bagging extends RandomizableParallelIteratedSingleClassifierEnhancer implements Serializable |
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serialVersionUID: -115879962237199703L
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int m_BagSizePercent
boolean m_CalcOutOfBag
double m_OutOfBagError
java.util.Random m_random
boolean[][] m_inBag
Instances m_data
Class weka.classifiers.meta.ClassificationViaRegression extends SingleClassifierEnhancer implements Serializable |
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serialVersionUID: 4500023123618669859L
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Classifier[] m_Classifiers
MakeIndicator[] m_ClassFilters
Class weka.classifiers.meta.CostSensitiveClassifier extends RandomizableSingleClassifierEnhancer implements Serializable |
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serialVersionUID: -110658209263002404L
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int m_MatrixSource
java.io.File m_OnDemandDirectory
java.lang.String m_CostFile
CostMatrix m_CostMatrix
boolean m_MinimizeExpectedCost
Class weka.classifiers.meta.CVParameterSelection extends RandomizableSingleClassifierEnhancer implements Serializable |
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serialVersionUID: -6529603380876641265L
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java.lang.String[] m_ClassifierOptions
java.lang.String[] m_BestClassifierOptions
java.lang.String[] m_InitOptions
double m_BestPerformance
FastVector<E> m_CVParams
int m_NumAttributes
int m_TrainFoldSize
int m_NumFolds
Class weka.classifiers.meta.CVParameterSelection.CVParameter extends java.lang.Object implements Serializable |
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serialVersionUID: -4668812017709421953L
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java.lang.String m_ParamChar
double m_Lower
double m_Upper
double m_Steps
double m_ParamValue
boolean m_AddAtEnd
boolean m_RoundParam
Class weka.classifiers.meta.FilteredClassifier extends SingleClassifierEnhancer implements Serializable |
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serialVersionUID: -4523450618538717400L
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Filter m_Filter
Instances m_FilteredInstances
Class weka.classifiers.meta.LogitBoost extends RandomizableIteratedSingleClassifierEnhancer implements Serializable |
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serialVersionUID: -1105660358715833753L
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Classifier[][] m_Classifiers
int m_NumClasses
int m_NumGenerated
int m_NumFolds
int m_NumRuns
int m_WeightThreshold
Instances m_NumericClassData
Attribute m_ClassAttribute
boolean m_UseResampling
double m_Precision
double m_Shrinkage
java.util.Random m_RandomInstance
double m_Offset
Classifier m_ZeroR
Class weka.classifiers.meta.MultiClassClassifier extends RandomizableSingleClassifierEnhancer implements Serializable |
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serialVersionUID: -3879602011542849141L
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Classifier[] m_Classifiers
boolean m_pairwiseCoupling
double[] m_SumOfWeights
Filter[] m_ClassFilters
ZeroR m_ZeroR
Attribute m_ClassAttribute
Instances m_TwoClassDataset
double m_RandomWidthFactor
int m_Method
Class weka.classifiers.meta.MultiClassClassifierUpdateable extends MultiClassClassifier implements Serializable |
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serialVersionUID: -1619685269774366430L
Class weka.classifiers.meta.MultiScheme extends RandomizableMultipleClassifiersCombiner implements Serializable |
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serialVersionUID: 5710744346128957520L
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Classifier m_Classifier
int m_ClassifierIndex
int m_NumXValFolds
Class weka.classifiers.meta.MyBagging extends Bagging implements Serializable |
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Class weka.classifiers.meta.OneClassClassifier extends RandomizableSingleClassifierEnhancer implements Serializable |
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serialVersionUID: 6199125385010158931L
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double m_TargetRejectionRate
double m_Threshold
java.util.ArrayList<E> m_Generators
java.lang.String m_TargetClassLabel
int m_NumRepeats
double m_PercentHeldout
double m_ProportionGenerated
NumericAttributeGenerator m_DefaultNumericGenerator
NominalAttributeGenerator m_DefaultNominalGenerator
AddValues m_AddOutlierFilter
boolean m_UseLaplaceCorrection
MergeManyValues m_MergeFilter
boolean m_UseDensityOnly
boolean m_UseInstanceWeights
java.util.Random m_Random
Class weka.classifiers.meta.RandomCommittee extends RandomizableParallelIteratedSingleClassifierEnhancer implements Serializable |
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serialVersionUID: -9204394360557300093L
Serialized Fields |
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Instances m_data
Class weka.classifiers.meta.RandomSubSpace extends RandomizableParallelIteratedSingleClassifierEnhancer implements Serializable |
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serialVersionUID: 1278172513912424947L
Serialized Fields |
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double m_SubSpaceSize
Classifier m_ZeroR
Instances m_data
Class weka.classifiers.meta.RegressionByDiscretization extends SingleClassifierEnhancer implements Serializable |
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serialVersionUID: 5066426153134050378L
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Discretize m_Discretizer
int m_NumBins
double[] m_ClassMeans
int[] m_ClassCounts
boolean m_DeleteEmptyBins
int[] m_OldIndexToNewIndex
Instances m_DiscretizedHeader
boolean m_UseEqualFrequency
boolean m_MinimizeAbsoluteError
int m_estimatorType
double[] m_OriginalTargetValues
int[] m_NewTargetValues
Class weka.classifiers.meta.Stacking extends RandomizableParallelMultipleClassifiersCombiner implements Serializable |
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serialVersionUID: 5134738557155845452L
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Classifier m_MetaClassifier
Instances m_MetaFormat
Instances m_BaseFormat
int m_NumFolds
Class weka.classifiers.meta.Vote extends RandomizableMultipleClassifiersCombiner implements Serializable |
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serialVersionUID: -637891196294399624L
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int m_CombinationRule
java.util.Random m_Random
java.util.List<E> m_classifiersToLoad
java.util.List<E> m_preBuiltClassifiers
Package weka.classifiers.meta.generators |
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Class weka.classifiers.meta.generators.DiscreteGenerator extends RandomizableGenerator implements Serializable |
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serialVersionUID: -2990312384506940726L
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double[][] m_Probabilities
double m_Unseen
Class weka.classifiers.meta.generators.DiscreteUniformGenerator extends RandomizableGenerator implements Serializable |
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serialVersionUID: 3639933602298510366L
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double[] m_Probabilities
Class weka.classifiers.meta.generators.EMGenerator extends RandomizableGenerator implements Serializable |
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serialVersionUID: 2769416817955024550L
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EM m_EMModel
Class weka.classifiers.meta.generators.GaussianGenerator extends RandomizableDistributionGenerator implements Serializable |
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serialVersionUID: 4860675869078046797L
Class weka.classifiers.meta.generators.Generator extends java.lang.Object implements Serializable |
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serialVersionUID: 2412127331483792089L
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boolean m_Debug
Class weka.classifiers.meta.generators.MixedGaussianGenerator extends RandomizableDistributionGenerator implements Serializable |
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serialVersionUID: 1516470615315381362L
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double m_Distance
boolean m_DistanceAbsolute
Class weka.classifiers.meta.generators.NominalGenerator extends RandomizableGenerator implements Serializable |
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serialVersionUID: 5254947213887016283L
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double[] m_AttCounts
Class weka.classifiers.meta.generators.RandomizableDistributionGenerator extends RandomizableGenerator implements Serializable |
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serialVersionUID: 955762136858704289L
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double m_Mean
double m_StandardDeviation
Class weka.classifiers.meta.generators.RandomizableGenerator extends Generator implements Serializable |
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serialVersionUID: -4182619078970023472L
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java.util.Random m_Random
long m_Seed
Class weka.classifiers.meta.generators.RandomizableRangedGenerator extends RandomizableGenerator implements Serializable |
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serialVersionUID: -5766761200929361752L
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double m_LowerRange
double m_UpperRange
Class weka.classifiers.meta.generators.UniformDataGenerator extends RandomizableRangedGenerator implements Serializable |
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serialVersionUID: -6390354660638644832L
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