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Package weka.attributeSelection |
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Class weka.attributeSelection.ASEvaluation extends java.lang.Object implements Serializable |
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serialVersionUID: 2091705669885950849L
Class weka.attributeSelection.ASSearch extends java.lang.Object implements Serializable |
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serialVersionUID: 7591673350342236548L
Class weka.attributeSelection.AttributeSelection extends java.lang.Object implements Serializable |
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serialVersionUID: 4170171824147584330L
Serialized Fields |
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Instances m_trainInstances
ASEvaluation m_ASEvaluator
ASSearch m_searchMethod
int m_numFolds
java.lang.StringBuffer m_selectionResults
boolean m_doRank
boolean m_doXval
int m_seed
int m_numToSelect
int[] m_selectedAttributeSet
double[][] m_attributeRanking
AttributeTransformer m_transformer
Remove m_attributeFilter
double[][] m_rankResults
double[] m_subsetResults
int m_trials
Class weka.attributeSelection.AttributeSetEvaluator extends ASEvaluation implements Serializable |
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serialVersionUID: -5744881009422257389L
Class weka.attributeSelection.BestFirst extends ASSearch implements Serializable |
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serialVersionUID: 7841338689536821867L
Serialized Fields |
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int m_maxStale
int m_searchDirection
int[] m_starting
Range m_startRange
boolean m_hasClass
int m_classIndex
int m_numAttribs
int m_totalEvals
boolean m_debug
double m_bestMerit
int m_cacheSize
Class weka.attributeSelection.BestFirst.Link2 extends java.lang.Object implements Serializable |
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serialVersionUID: -8236598311516351420L
Serialized Fields |
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java.lang.Object[] m_data
double m_merit
Class weka.attributeSelection.BestFirst.LinkedList2 extends FastVector implements Serializable |
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serialVersionUID: 3250538292330398929L
Serialized Fields |
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int m_MaxSize
Class weka.attributeSelection.CfsSubsetEval extends ASEvaluation implements Serializable |
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serialVersionUID: 747878400813276317L
Serialized Fields |
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Instances m_trainInstances
Discretize m_disTransform
int m_classIndex
boolean m_isNumeric
int m_numAttribs
int m_numInstances
boolean m_missingSeparate
boolean m_locallyPredictive
float[][] m_corr_matrix
double[] m_std_devs
double m_c_Threshold
Class weka.attributeSelection.FCBFSearch extends ASSearch implements Serializable |
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serialVersionUID: 8209699587428369942L
Serialized Fields |
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int[] m_starting
Range m_startRange
int[] m_attributeList
double[] m_attributeMerit
boolean m_hasClass
int m_classIndex
int m_numAttribs
double m_threshold
int m_numToSelect
int m_calculatedNumToSelect
boolean m_generateOutput
ASEvaluation m_asEval
double[][] m_rankedFCBF
double[][] m_selectedFeatures
Class weka.attributeSelection.GainRatioAttributeEval extends ASEvaluation implements Serializable |
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serialVersionUID: -8504656625598579926L
Serialized Fields |
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Instances m_trainInstances
int m_classIndex
int m_numAttribs
int m_numInstances
int m_numClasses
boolean m_missing_merge
Class weka.attributeSelection.GreedyStepwise extends ASSearch implements Serializable |
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serialVersionUID: -6312951970168325471L
Serialized Fields |
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boolean m_hasClass
int m_classIndex
int m_numAttribs
boolean m_rankingRequested
boolean m_doRank
boolean m_doneRanking
double m_threshold
int m_numToSelect
int m_calculatedNumToSelect
double m_bestMerit
double[][] m_rankedAtts
int m_rankedSoFar
java.util.BitSet m_best_group
ASEvaluation m_ASEval
Instances m_Instances
Range m_startRange
int[] m_starting
boolean m_backward
boolean m_conservativeSelection
Class weka.attributeSelection.HoldOutSubsetEvaluator extends ASEvaluation implements Serializable |
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serialVersionUID: 8280529785412054174L
Class weka.attributeSelection.InfoGainAttributeEval extends ASEvaluation implements Serializable |
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serialVersionUID: -1949849512589218930L
Serialized Fields |
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boolean m_missing_merge
boolean m_Binarize
double[] m_InfoGains
Class weka.attributeSelection.OneRAttributeEval extends ASEvaluation implements Serializable |
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serialVersionUID: 4386514823886856980L
Serialized Fields |
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Instances m_trainInstances
int m_classIndex
int m_numAttribs
int m_numInstances
int m_randomSeed
int m_folds
boolean m_evalUsingTrainingData
int m_minBucketSize
Class weka.attributeSelection.PrincipalComponents extends UnsupervisedAttributeEvaluator implements Serializable |
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serialVersionUID: -3675307197777734007L
Serialized Fields |
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Instances m_trainInstances
Instances m_trainHeader
Instances m_transformedFormat
Instances m_originalSpaceFormat
boolean m_hasClass
int m_classIndex
int m_numAttribs
int m_numInstances
double[][] m_correlation
double[] m_means
double[] m_stdDevs
boolean m_center
double[][] m_eigenvectors
double[] m_eigenvalues
int[] m_sortedEigens
double m_sumOfEigenValues
ReplaceMissingValues m_replaceMissingFilter
NominalToBinary m_nominalToBinFilter
Remove m_attributeFilter
Center m_centerFilter
Standardize m_standardizeFilter
int m_outputNumAtts
double m_coverVariance
boolean m_transBackToOriginal
int m_maxAttrsInName
double[][] m_eTranspose
Class weka.attributeSelection.PrincipalComponents2 extends UnsupervisedAttributeEvaluator implements Serializable |
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serialVersionUID: 3310137541055815078L
Serialized Fields |
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Instances m_trainInstances
Instances m_trainHeader
Instances m_transformedFormat
Instances m_originalSpaceFormat
boolean m_hasClass
int m_classIndex
int m_numAttribs
int m_numInstances
double[][] m_covariance
double[] m_means
double[] m_stdDevs
boolean m_standardize
double[][] m_eigenvectors
double[] m_eigenvalues
int[] m_sortedEigens
double m_sumOfEigenValues
ReplaceMissingValues m_replaceMissingFilter
NominalToBinary m_nominalToBinFilter
Remove m_attributeFilter
Center m_centerFilter
Standardize m_standardizeFilter
int m_outputNumAtts
double m_coverVariance
boolean m_transBackToOriginal
int m_maxAttrsInName
double[][] m_eTranspose
Class weka.attributeSelection.Ranker extends ASSearch implements Serializable |
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serialVersionUID: -9086714848510751934L
Serialized Fields |
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int[] m_starting
Range m_startRange
int[] m_attributeList
double[] m_attributeMerit
boolean m_hasClass
int m_classIndex
int m_numAttribs
double m_threshold
int m_numToSelect
int m_calculatedNumToSelect
Class weka.attributeSelection.ReliefFAttributeEval extends ASEvaluation implements Serializable |
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serialVersionUID: -8422186665795839379L
Serialized Fields |
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Instances m_trainInstances
int m_classIndex
int m_numAttribs
int m_numInstances
boolean m_numericClass
int m_numClasses
double m_ndc
double[] m_nda
double[] m_ndcda
double[] m_weights
double[] m_classProbs
int m_sampleM
int m_Knn
double[][][] m_karray
double[] m_maxArray
double[] m_minArray
double[] m_worst
int[] m_index
int[] m_stored
int m_seed
double[] m_weightsByRank
int m_sigma
boolean m_weightByDistance
Class weka.attributeSelection.SymmetricalUncertAttributeEval extends ASEvaluation implements Serializable |
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serialVersionUID: -8096505776132296416L
Serialized Fields |
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Instances m_trainInstances
int m_classIndex
int m_numAttribs
int m_numInstances
int m_numClasses
boolean m_missing_merge
Class weka.attributeSelection.SymmetricalUncertAttributeSetEval extends AttributeSetEvaluator implements Serializable |
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serialVersionUID: 8351377335495873202L
Serialized Fields |
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Instances m_trainInstances
int m_classIndex
int m_numAttribs
int m_numInstances
int m_numClasses
boolean m_missing_merge
Class weka.attributeSelection.UnsupervisedAttributeEvaluator extends ASEvaluation implements Serializable |
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serialVersionUID: -4100897318675336178L
Class weka.attributeSelection.UnsupervisedSubsetEvaluator extends ASEvaluation implements Serializable |
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serialVersionUID: 627934376267488763L
Class weka.attributeSelection.WrapperSubsetEval extends ASEvaluation implements Serializable |
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serialVersionUID: -4573057658746728675L
Serialized Fields |
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Instances m_trainInstances
int m_classIndex
int m_numAttribs
int m_numInstances
Evaluation m_Evaluation
Classifier m_BaseClassifier
int m_folds
int m_seed
double m_threshold
int m_evaluationMeasure
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