Serialized Form


Package weka.attributeSelection

Class weka.attributeSelection.ASEvaluation extends java.lang.Object implements Serializable

serialVersionUID: 2091705669885950849L

Class weka.attributeSelection.ASSearch extends java.lang.Object implements Serializable

serialVersionUID: 7591673350342236548L

Class weka.attributeSelection.AttributeSelection extends java.lang.Object implements Serializable

serialVersionUID: 4170171824147584330L

Serialized Fields

m_trainInstances

Instances m_trainInstances

m_ASEvaluator

ASEvaluation m_ASEvaluator

m_searchMethod

ASSearch m_searchMethod

m_numFolds

int m_numFolds

m_selectionResults

java.lang.StringBuffer m_selectionResults

m_doRank

boolean m_doRank

m_doXval

boolean m_doXval

m_seed

int m_seed

m_numToSelect

int m_numToSelect

m_selectedAttributeSet

int[] m_selectedAttributeSet

m_attributeRanking

double[][] m_attributeRanking

m_transformer

AttributeTransformer m_transformer

m_attributeFilter

Remove m_attributeFilter

m_rankResults

double[][] m_rankResults

m_subsetResults

double[] m_subsetResults

m_trials

int m_trials

Class weka.attributeSelection.AttributeSetEvaluator extends ASEvaluation implements Serializable

serialVersionUID: -5744881009422257389L

Class weka.attributeSelection.BestFirst extends ASSearch implements Serializable

serialVersionUID: 7841338689536821867L

Serialized Fields

m_maxStale

int m_maxStale

m_searchDirection

int m_searchDirection

m_starting

int[] m_starting

m_startRange

Range m_startRange

m_hasClass

boolean m_hasClass

m_classIndex

int m_classIndex

m_numAttribs

int m_numAttribs

m_totalEvals

int m_totalEvals

m_debug

boolean m_debug

m_bestMerit

double m_bestMerit

m_cacheSize

int m_cacheSize

Class weka.attributeSelection.BestFirst.Link2 extends java.lang.Object implements Serializable

serialVersionUID: -8236598311516351420L

Serialized Fields

m_data

java.lang.Object[] m_data

m_merit

double m_merit

Class weka.attributeSelection.BestFirst.LinkedList2 extends FastVector implements Serializable

serialVersionUID: 3250538292330398929L

Serialized Fields

m_MaxSize

int m_MaxSize

Class weka.attributeSelection.CfsSubsetEval extends ASEvaluation implements Serializable

serialVersionUID: 747878400813276317L

Serialized Fields

m_trainInstances

Instances m_trainInstances

m_disTransform

Discretize m_disTransform

m_classIndex

int m_classIndex

m_isNumeric

boolean m_isNumeric

m_numAttribs

int m_numAttribs

m_numInstances

int m_numInstances

m_missingSeparate

boolean m_missingSeparate

m_locallyPredictive

boolean m_locallyPredictive

m_corr_matrix

float[][] m_corr_matrix

m_std_devs

double[] m_std_devs

m_c_Threshold

double m_c_Threshold

Class weka.attributeSelection.GainRatioAttributeEval extends ASEvaluation implements Serializable

serialVersionUID: -8504656625598579926L

Serialized Fields

m_trainInstances

Instances m_trainInstances

m_classIndex

int m_classIndex

m_numAttribs

int m_numAttribs

m_numInstances

int m_numInstances

m_numClasses

int m_numClasses

m_missing_merge

boolean m_missing_merge

Class weka.attributeSelection.GreedyStepwise extends ASSearch implements Serializable

serialVersionUID: -6312951970168325471L

Serialized Fields

m_hasClass

boolean m_hasClass

m_classIndex

int m_classIndex

m_numAttribs

int m_numAttribs

m_rankingRequested

boolean m_rankingRequested

m_doRank

boolean m_doRank

m_doneRanking

boolean m_doneRanking

m_threshold

double m_threshold

m_numToSelect

int m_numToSelect

m_calculatedNumToSelect

int m_calculatedNumToSelect

m_bestMerit

double m_bestMerit

m_rankedAtts

double[][] m_rankedAtts

m_rankedSoFar

int m_rankedSoFar

m_best_group

java.util.BitSet m_best_group

m_ASEval

ASEvaluation m_ASEval

m_Instances

Instances m_Instances

m_startRange

Range m_startRange

m_starting

int[] m_starting

m_backward

boolean m_backward

m_conservativeSelection

boolean m_conservativeSelection

Class weka.attributeSelection.HoldOutSubsetEvaluator extends ASEvaluation implements Serializable

serialVersionUID: 8280529785412054174L

Class weka.attributeSelection.InfoGainAttributeEval extends ASEvaluation implements Serializable

serialVersionUID: -1949849512589218930L

Serialized Fields

m_missing_merge

boolean m_missing_merge

m_Binarize

boolean m_Binarize

m_InfoGains

double[] m_InfoGains

Class weka.attributeSelection.OneRAttributeEval extends ASEvaluation implements Serializable

serialVersionUID: 4386514823886856980L

Serialized Fields

m_trainInstances

Instances m_trainInstances

m_classIndex

int m_classIndex

m_numAttribs

int m_numAttribs

m_numInstances

int m_numInstances

m_randomSeed

int m_randomSeed

m_folds

int m_folds

m_evalUsingTrainingData

boolean m_evalUsingTrainingData

m_minBucketSize

int m_minBucketSize

Class weka.attributeSelection.PrincipalComponents extends UnsupervisedAttributeEvaluator implements Serializable

serialVersionUID: -3675307197777734007L

Serialized Fields

m_trainInstances

Instances m_trainInstances

m_trainHeader

Instances m_trainHeader

m_transformedFormat

Instances m_transformedFormat

m_originalSpaceFormat

Instances m_originalSpaceFormat

m_hasClass

boolean m_hasClass

m_classIndex

int m_classIndex

m_numAttribs

int m_numAttribs

m_numInstances

int m_numInstances

m_correlation

double[][] m_correlation

m_means

double[] m_means

m_stdDevs

double[] m_stdDevs

m_center

boolean m_center

m_eigenvectors

double[][] m_eigenvectors

m_eigenvalues

double[] m_eigenvalues

m_sortedEigens

int[] m_sortedEigens

m_sumOfEigenValues

double m_sumOfEigenValues

m_replaceMissingFilter

ReplaceMissingValues m_replaceMissingFilter

m_nominalToBinFilter

NominalToBinary m_nominalToBinFilter

m_attributeFilter

Remove m_attributeFilter

m_centerFilter

Center m_centerFilter

m_standardizeFilter

Standardize m_standardizeFilter

m_outputNumAtts

int m_outputNumAtts

m_coverVariance

double m_coverVariance

m_transBackToOriginal

boolean m_transBackToOriginal

m_maxAttrsInName

int m_maxAttrsInName

m_eTranspose

double[][] m_eTranspose

Class weka.attributeSelection.PrincipalComponents2 extends UnsupervisedAttributeEvaluator implements Serializable

serialVersionUID: 3310137541055815078L

Serialized Fields

m_trainInstances

Instances m_trainInstances

m_trainHeader

Instances m_trainHeader

m_transformedFormat

Instances m_transformedFormat

m_originalSpaceFormat

Instances m_originalSpaceFormat

m_hasClass

boolean m_hasClass

m_classIndex

int m_classIndex

m_numAttribs

int m_numAttribs

m_numInstances

int m_numInstances

m_covariance

double[][] m_covariance

m_means

double[] m_means

m_stdDevs

double[] m_stdDevs

m_standardize

boolean m_standardize

m_eigenvectors

double[][] m_eigenvectors

m_eigenvalues

double[] m_eigenvalues

m_sortedEigens

int[] m_sortedEigens

m_sumOfEigenValues

double m_sumOfEigenValues

m_replaceMissingFilter

ReplaceMissingValues m_replaceMissingFilter

m_nominalToBinFilter

NominalToBinary m_nominalToBinFilter

m_attributeFilter

Remove m_attributeFilter

m_centerFilter

Center m_centerFilter

m_standardizeFilter

Standardize m_standardizeFilter

m_outputNumAtts

int m_outputNumAtts

m_coverVariance

double m_coverVariance

m_transBackToOriginal

boolean m_transBackToOriginal

m_maxAttrsInName

int m_maxAttrsInName

m_eTranspose

double[][] m_eTranspose

Class weka.attributeSelection.Ranker extends ASSearch implements Serializable

serialVersionUID: -9086714848510751934L

Serialized Fields

m_starting

int[] m_starting

m_startRange

Range m_startRange

m_attributeList

int[] m_attributeList

m_attributeMerit

double[] m_attributeMerit

m_hasClass

boolean m_hasClass

m_classIndex

int m_classIndex

m_numAttribs

int m_numAttribs

m_threshold

double m_threshold

m_numToSelect

int m_numToSelect

m_calculatedNumToSelect

int m_calculatedNumToSelect

Class weka.attributeSelection.ReliefFAttributeEval extends ASEvaluation implements Serializable

serialVersionUID: -8422186665795839379L

Serialized Fields

m_trainInstances

Instances m_trainInstances

m_classIndex

int m_classIndex

m_numAttribs

int m_numAttribs

m_numInstances

int m_numInstances

m_numericClass

boolean m_numericClass

m_numClasses

int m_numClasses

m_ndc

double m_ndc

m_nda

double[] m_nda

m_ndcda

double[] m_ndcda

m_weights

double[] m_weights

m_classProbs

double[] m_classProbs

m_sampleM

int m_sampleM

m_Knn

int m_Knn

m_karray

double[][][] m_karray

m_maxArray

double[] m_maxArray

m_minArray

double[] m_minArray

m_worst

double[] m_worst

m_index

int[] m_index

m_stored

int[] m_stored

m_seed

int m_seed

m_weightsByRank

double[] m_weightsByRank

m_sigma

int m_sigma

m_weightByDistance

boolean m_weightByDistance

Class weka.attributeSelection.SVMAttributeEval extends ASEvaluation implements Serializable

serialVersionUID: -6489975709033967447L

Serialized Fields

m_attScores

double[] m_attScores
The attribute scores


m_numToEliminate

int m_numToEliminate
Constant rate of attribute elimination per iteration


m_percentToEliminate

int m_percentToEliminate
Percentage rate of attribute elimination, trumps constant rate (above threshold), ignored if = 0


m_percentThreshold

int m_percentThreshold
Threshold below which percent elimination switches to constant elimination


m_smoCParameter

double m_smoCParameter
Complexity parameter to pass on to SMO


m_smoTParameter

double m_smoTParameter
Tolerance parameter to pass on to SMO


m_smoPParameter

double m_smoPParameter
Epsilon parameter to pass on to SMO


m_smoFilterType

int m_smoFilterType
Filter parameter to pass on to SMO

Class weka.attributeSelection.SymmetricalUncertAttributeEval extends ASEvaluation implements Serializable

serialVersionUID: -8096505776132296416L

Serialized Fields

m_trainInstances

Instances m_trainInstances

m_classIndex

int m_classIndex

m_numAttribs

int m_numAttribs

m_numInstances

int m_numInstances

m_numClasses

int m_numClasses

m_missing_merge

boolean m_missing_merge

Class weka.attributeSelection.UnsupervisedAttributeEvaluator extends ASEvaluation implements Serializable

serialVersionUID: -4100897318675336178L

Class weka.attributeSelection.UnsupervisedSubsetEvaluator extends ASEvaluation implements Serializable

serialVersionUID: 627934376267488763L

Class weka.attributeSelection.WrapperSubsetEval extends ASEvaluation implements Serializable

serialVersionUID: -4573057658746728675L

Serialized Fields

m_trainInstances

Instances m_trainInstances

m_classIndex

int m_classIndex

m_numAttribs

int m_numAttribs

m_numInstances

int m_numInstances

m_Evaluation

Evaluation m_Evaluation

m_BaseClassifier

Classifier m_BaseClassifier

m_folds

int m_folds

m_seed

int m_seed

m_threshold

double m_threshold

m_evaluationMeasure

int m_evaluationMeasure