Serialized Form

  • Package weka.classifiers.meta

    • Class weka.classifiers.meta.AdaBoostM1

      class AdaBoostM1 extends weka.classifiers.RandomizableIteratedSingleClassifierEnhancer implements Serializable
      serialVersionUID:
      -1178107808933117974L
      • Serialized Fields

        • m_Betas
          double[] m_Betas
        • m_NumClasses
          int m_NumClasses
        • m_NumIterationsPerformed
          int m_NumIterationsPerformed
        • m_NumItsThisSession
          int m_NumItsThisSession
        • m_RandomInstance
          Random m_RandomInstance
        • m_resume
          boolean m_resume
        • m_TrainingData
          weka.core.Instances m_TrainingData
        • m_UseResampling
          boolean m_UseResampling
        • m_WeightThreshold
          int m_WeightThreshold
        • m_ZeroR
          weka.classifiers.Classifier m_ZeroR
    • Class weka.classifiers.meta.AdditiveRegression

      class AdditiveRegression extends weka.classifiers.IteratedSingleClassifierEnhancer implements Serializable
      serialVersionUID:
      -2368937577670527151L
      • Serialized Fields

        • m_Classifiers
          ArrayList<weka.classifiers.Classifier> m_Classifiers
        • m_Data
          weka.core.Instances m_Data
        • m_Diff
          double m_Diff
        • m_Error
          double m_Error
        • m_InitialPrediction
          double m_InitialPrediction
        • m_MinimizeAbsoluteError
          boolean m_MinimizeAbsoluteError
        • m_numItsPerformed
          int m_numItsPerformed
        • m_resume
          boolean m_resume
        • m_shrinkage
          double m_shrinkage
        • m_SuitableData
          boolean m_SuitableData
    • Class weka.classifiers.meta.AttributeSelectedClassifier

      class AttributeSelectedClassifier extends weka.classifiers.SingleClassifierEnhancer implements Serializable
      serialVersionUID:
      -1151805453487947577L
      • Serialized Fields

        • m_AttributeSelection
          weka.attributeSelection.AttributeSelection m_AttributeSelection
        • m_Evaluator
          weka.attributeSelection.ASEvaluation m_Evaluator
        • m_numAttributesSelected
          double m_numAttributesSelected
        • m_numClasses
          int m_numClasses
        • m_ReducedHeader
          weka.core.Instances m_ReducedHeader
        • m_Search
          weka.attributeSelection.ASSearch m_Search
        • m_selectionTime
          double m_selectionTime
        • m_totalTime
          double m_totalTime
    • Class weka.classifiers.meta.Bagging

      class Bagging extends weka.classifiers.RandomizableParallelIteratedSingleClassifierEnhancer implements Serializable
      serialVersionUID:
      -115879962237199703L
      • Serialized Fields

        • m_BagSizePercent
          int m_BagSizePercent
        • m_CalcOutOfBag
          boolean m_CalcOutOfBag
        • m_classifiersCache
          List<weka.classifiers.Classifier> m_classifiersCache
        • m_data
          weka.core.Instances m_data
        • m_inBag
          boolean[][] m_inBag
        • m_Numeric
          boolean m_Numeric
        • m_OutOfBagEvaluationObject
          weka.classifiers.evaluation.Evaluation m_OutOfBagEvaluationObject
        • m_OutputOutOfBagComplexityStatistics
          boolean m_OutputOutOfBagComplexityStatistics
        • m_printClassifiers
          boolean m_printClassifiers
        • m_random
          Random m_random
        • m_RepresentUsingWeights
          boolean m_RepresentUsingWeights
        • m_StoreOutOfBagPredictions
          boolean m_StoreOutOfBagPredictions
    • Class weka.classifiers.meta.ClassificationViaRegression

      class ClassificationViaRegression extends weka.classifiers.SingleClassifierEnhancer implements Serializable
      serialVersionUID:
      4500023123618669859L
      • Serialized Fields

        • m_ClassFilters
          weka.filters.unsupervised.attribute.MakeIndicator[] m_ClassFilters
        • m_Classifiers
          weka.classifiers.Classifier[] m_Classifiers
    • Class weka.classifiers.meta.CostSensitiveClassifier

      class CostSensitiveClassifier extends weka.classifiers.RandomizableSingleClassifierEnhancer implements Serializable
      serialVersionUID:
      -110658209263002404L
      • Serialized Fields

        • m_CostFile
          String m_CostFile
        • m_CostMatrix
          weka.classifiers.CostMatrix m_CostMatrix
        • m_MatrixSource
          int m_MatrixSource
        • m_MinimizeExpectedCost
          boolean m_MinimizeExpectedCost
        • m_OnDemandDirectory
          File m_OnDemandDirectory
    • Class weka.classifiers.meta.CVParameterSelection

      class CVParameterSelection extends weka.classifiers.RandomizableSingleClassifierEnhancer implements Serializable
      serialVersionUID:
      -6529603380876641265L
      • Serialized Fields

        • m_BestClassifierOptions
          String[] m_BestClassifierOptions
        • m_BestPerformance
          double m_BestPerformance
        • m_ClassifierOptions
          String[] m_ClassifierOptions
        • m_CVParams
          Vector<weka.classifiers.meta.CVParameterSelection.CVParameter> m_CVParams
        • m_InitOptions
          String[] m_InitOptions
        • m_NumAttributes
          int m_NumAttributes
        • m_NumFolds
          int m_NumFolds
        • m_TrainFoldSize
          int m_TrainFoldSize
    • Class weka.classifiers.meta.CVParameterSelection.CVParameter

      class CVParameter extends Object implements Serializable
      serialVersionUID:
      -4668812017709421953L
      • Serialized Fields

        • m_AddAtEnd
          boolean m_AddAtEnd
        • m_Lower
          double m_Lower
        • m_ParamChar
          String m_ParamChar
        • m_ParamValue
          double m_ParamValue
        • m_RoundParam
          boolean m_RoundParam
        • m_Steps
          double m_Steps
        • m_Upper
          double m_Upper
    • Class weka.classifiers.meta.FilteredClassifier

      class FilteredClassifier extends weka.classifiers.RandomizableSingleClassifierEnhancer implements Serializable
      serialVersionUID:
      -4523450618538717400L
      • Serialized Fields

        • m_DoNotCheckForModifiedClassAttribute
          boolean m_DoNotCheckForModifiedClassAttribute
        • m_Filter
          weka.filters.Filter m_Filter
        • m_FilteredInstances
          weka.core.Instances m_FilteredInstances
        • m_ReorderFiltered
          weka.filters.unsupervised.attribute.Reorder m_ReorderFiltered
        • m_ReorderOriginal
          weka.filters.unsupervised.attribute.Reorder m_ReorderOriginal
    • Class weka.classifiers.meta.IterativeClassifierOptimizer

      class IterativeClassifierOptimizer extends weka.classifiers.RandomizableClassifier implements Serializable
      serialVersionUID:
      -3665485256313525864L
      • Serialized Fields

        • m_bestNumIts
          int m_bestNumIts
        • m_bestResult
          double m_bestResult
        • m_classValueIndex
          int m_classValueIndex
        • m_evalMetric
          String m_evalMetric
        • m_IterativeClassifier
          weka.classifiers.IterativeClassifier m_IterativeClassifier
        • m_lookAheadIterations
          int m_lookAheadIterations
        • m_NumFolds
          int m_NumFolds
        • m_NumRuns
          int m_NumRuns
        • m_numThreads
          int m_numThreads
        • m_poolSize
          int m_poolSize
        • m_preserveOrderInPercentageSplitEvaluation
          boolean m_preserveOrderInPercentageSplitEvaluation
        • m_splitPercentage
          double m_splitPercentage
        • m_StepSize
          int m_StepSize
        • m_thresholds
          double[] m_thresholds
        • m_UseAverage
          boolean m_UseAverage
    • Class weka.classifiers.meta.LogitBoost

      class LogitBoost extends weka.classifiers.RandomizableIteratedSingleClassifierEnhancer implements Serializable
      serialVersionUID:
      -1105660358715833753L
      • Serialized Fields

        • m_ClassAttribute
          weka.core.Attribute m_ClassAttribute
        • m_Classifiers
          ArrayList<weka.classifiers.Classifier[]> m_Classifiers
        • m_data
          weka.core.Instances m_data
        • m_InitialFs
          double[] m_InitialFs
        • m_logLikelihood
          double m_logLikelihood
        • m_NumClasses
          int m_NumClasses
        • m_NumericClassData
          weka.core.Instances m_NumericClassData
        • m_NumGenerated
          int m_NumGenerated
        • m_NumItsPerformed
          int m_NumItsPerformed
        • m_numThreads
          int m_numThreads
        • m_Offset
          double m_Offset
        • m_poolSize
          int m_poolSize
        • m_Precision
          double m_Precision
        • m_probs
          double[][] m_probs
        • m_RandomInstance
          Random m_RandomInstance
        • m_resume
          boolean m_resume
        • m_Shrinkage
          double m_Shrinkage
        • m_sumOfWeights
          double m_sumOfWeights
        • m_trainFs
          double[][] m_trainFs
        • m_trainYs
          double[][] m_trainYs
        • m_UseEstimatedPriors
          boolean m_UseEstimatedPriors
        • m_UseResampling
          boolean m_UseResampling
        • m_WeightThreshold
          int m_WeightThreshold
        • m_ZeroR
          weka.classifiers.Classifier m_ZeroR
        • m_zMax
          double m_zMax
    • Class weka.classifiers.meta.MultiClassClassifier

      class MultiClassClassifier extends weka.classifiers.RandomizableSingleClassifierEnhancer implements Serializable
      serialVersionUID:
      -3879602011542849141L
      • Serialized Fields

        • m_ClassAttribute
          weka.core.Attribute m_ClassAttribute
        • m_ClassFilters
          weka.filters.Filter[] m_ClassFilters
        • m_Classifiers
          weka.classifiers.Classifier[] m_Classifiers
        • m_logLossDecoding
          boolean m_logLossDecoding
        • m_Method
          int m_Method
        • m_pairwiseCoupling
          boolean m_pairwiseCoupling
        • m_RandomWidthFactor
          double m_RandomWidthFactor
        • m_SumOfWeights
          double[] m_SumOfWeights
        • m_TwoClassDataset
          weka.core.Instances m_TwoClassDataset
        • m_ZeroR
          weka.classifiers.rules.ZeroR m_ZeroR
    • Class weka.classifiers.meta.MultiClassClassifierUpdateable

      class MultiClassClassifierUpdateable extends weka.classifiers.meta.MultiClassClassifier implements Serializable
      serialVersionUID:
      -1619685269774366430L
    • Class weka.classifiers.meta.MultiScheme

      class MultiScheme extends weka.classifiers.RandomizableMultipleClassifiersCombiner implements Serializable
      serialVersionUID:
      5710744346128957520L
      • Serialized Fields

        • m_Classifier
          weka.classifiers.Classifier m_Classifier
        • m_ClassifierIndex
          int m_ClassifierIndex
        • m_NumXValFolds
          int m_NumXValFolds
    • Class weka.classifiers.meta.MultiSearch

      class MultiSearch extends weka.classifiers.RandomizableSingleClassifierEnhancer implements Serializable
      serialVersionUID:
      -5129316523575906233L
      • Serialized Fields

        • m_Algorithm
          weka.classifiers.meta.multisearch.AbstractSearch m_Algorithm
        • m_BestClassifier
          weka.classifiers.meta.multisearch.AbstractSearch.SearchResult m_BestClassifier
        • m_ClassLabel
          weka.core.SingleIndex m_ClassLabel
        • m_DefaultParameters
          weka.core.setupgenerator.AbstractParameter[] m_DefaultParameters
        • m_Evaluation
          int m_Evaluation
        • m_Factory
          weka.classifiers.meta.multisearch.AbstractEvaluationFactory m_Factory
        • m_Generator
          weka.core.SetupGenerator m_Generator
        • m_LogFile
          File m_LogFile
        • m_Metrics
          weka.classifiers.meta.multisearch.AbstractEvaluationMetrics m_Metrics
        • m_Parameters
          weka.core.setupgenerator.AbstractParameter[] m_Parameters
        • m_Trace
          List<Map.Entry<Integer,weka.classifiers.meta.multisearch.Performance>> m_Trace
    • Class weka.classifiers.meta.MultiSearchZeroInstances

      class MultiSearchZeroInstances extends weka.classifiers.meta.MultiSearch implements Serializable
      serialVersionUID:
      3120999809867764212L
    • Class weka.classifiers.meta.RandomCommittee

      class RandomCommittee extends weka.classifiers.RandomizableParallelIteratedSingleClassifierEnhancer implements Serializable
      serialVersionUID:
      -9204394360557300093L
      • Serialized Fields

        • m_data
          weka.core.Instances m_data
    • Class weka.classifiers.meta.RandomizableFilteredClassifier

      class RandomizableFilteredClassifier extends weka.classifiers.meta.FilteredClassifier implements Serializable
      serialVersionUID:
      -4523466618555717333L
    • Class weka.classifiers.meta.RandomSubSpace

      class RandomSubSpace extends weka.classifiers.RandomizableParallelIteratedSingleClassifierEnhancer implements Serializable
      serialVersionUID:
      1278172513912424947L
      • Serialized Fields

        • m_data
          weka.core.Instances m_data
        • m_SubSpaceSize
          double m_SubSpaceSize
        • m_ZeroR
          weka.classifiers.Classifier m_ZeroR
    • Class weka.classifiers.meta.RegressionByDiscretization

      class RegressionByDiscretization extends weka.classifiers.SingleClassifierEnhancer implements Serializable
      serialVersionUID:
      5066426153134050378L
      • Serialized Fields

        • m_ClassCounts
          int[] m_ClassCounts
        • m_ClassMeans
          double[] m_ClassMeans
        • m_DeleteEmptyBins
          boolean m_DeleteEmptyBins
        • m_DiscretizedHeader
          weka.core.Instances m_DiscretizedHeader
        • m_Discretizer
          weka.filters.unsupervised.attribute.Discretize m_Discretizer
        • m_Estimator
          weka.estimators.UnivariateDensityEstimator m_Estimator
        • m_MinimizeAbsoluteError
          boolean m_MinimizeAbsoluteError
        • m_NewTargetValues
          int[] m_NewTargetValues
        • m_NumBins
          int m_NumBins
        • m_OldIndexToNewIndex
          int[] m_OldIndexToNewIndex
        • m_OriginalTargetValues
          double[] m_OriginalTargetValues
        • m_UseEqualFrequency
          boolean m_UseEqualFrequency
    • Class weka.classifiers.meta.Stacking

      class Stacking extends weka.classifiers.RandomizableParallelMultipleClassifiersCombiner implements Serializable
      serialVersionUID:
      5134738557155845452L
      • Serialized Fields

        • m_BaseFormat
          weka.core.Instances m_BaseFormat
        • m_MetaClassifier
          weka.classifiers.Classifier m_MetaClassifier
        • m_MetaFormat
          weka.core.Instances m_MetaFormat
        • m_NumFolds
          int m_NumFolds
    • Class weka.classifiers.meta.Vote

      class Vote extends weka.classifiers.RandomizableMultipleClassifiersCombiner implements Serializable
      serialVersionUID:
      -637891196294399624L
      • Serialized Fields

        • m_classifiersToLoad
          List<String> m_classifiersToLoad
        • m_CombinationRule
          int m_CombinationRule
        • m_dontPrintModels
          boolean m_dontPrintModels
        • m_preBuiltClassifiers
          List<weka.classifiers.Classifier> m_preBuiltClassifiers
        • m_structure
          weka.core.Instances m_structure
    • Class weka.classifiers.meta.WeightedInstancesHandlerWrapper

      class WeightedInstancesHandlerWrapper extends weka.classifiers.RandomizableSingleClassifierEnhancer implements Serializable
      serialVersionUID:
      2980789213434466135L
      • Serialized Fields

        • m_ForceResampleWithWeights
          boolean m_ForceResampleWithWeights
  • Package weka.classifiers.meta.multisearch

    • Class weka.classifiers.meta.multisearch.AbstractEvaluationFactory

      class AbstractEvaluationFactory extends Object implements Serializable
      serialVersionUID:
      -2165415795400169938L
    • Class weka.classifiers.meta.multisearch.AbstractEvaluationMetrics

      class AbstractEvaluationMetrics extends Object implements Serializable
      serialVersionUID:
      -2845628542266516187L
    • Class weka.classifiers.meta.multisearch.AbstractEvaluationWrapper

      class AbstractEvaluationWrapper extends Object implements Serializable
      serialVersionUID:
      -4712561735709150591L
      • Serialized Fields

        • m_Metrics
          M extends weka.classifiers.meta.multisearch.AbstractEvaluationMetrics m_Metrics
    • Class weka.classifiers.meta.multisearch.AbstractMultiThreadedSearch

      class AbstractMultiThreadedSearch extends weka.classifiers.meta.multisearch.AbstractSearch implements Serializable
      • Serialized Fields

        • m_NumExecutionSlots
          int m_NumExecutionSlots
    • Class weka.classifiers.meta.multisearch.AbstractSearch

      class AbstractSearch extends Object implements Serializable
      serialVersionUID:
      -8938470419284825738L
      • Serialized Fields

        • m_Cache
          weka.classifiers.meta.multisearch.PerformanceCache m_Cache
        • m_Debug
          boolean m_Debug
        • m_NumSetups
          int m_NumSetups
        • m_Performances
          Vector<weka.classifiers.meta.multisearch.Performance> m_Performances
        • m_Space
          weka.core.setupgenerator.Space m_Space
        • m_Trace
          List<Map.Entry<Integer,weka.classifiers.meta.multisearch.Performance>> m_Trace
        • m_UniformPerformance
          boolean m_UniformPerformance
        • m_Values
          weka.core.setupgenerator.Point<Object> m_Values
    • Class weka.classifiers.meta.multisearch.AbstractSearch.SearchResult

      class SearchResult extends Object implements Serializable
      serialVersionUID:
      -5322332623001051928L
      • Serialized Fields

        • classifier
          weka.classifiers.Classifier classifier
        • performance
          weka.classifiers.meta.multisearch.Performance performance
        • values
          weka.core.setupgenerator.Point<Object> values
    • Class weka.classifiers.meta.multisearch.DefaultEvaluationFactory

      class DefaultEvaluationFactory extends weka.classifiers.meta.multisearch.AbstractEvaluationFactory<weka.classifiers.meta.multisearch.DefaultEvaluationMetrics,weka.classifiers.meta.multisearch.DefaultEvaluationWrapper,weka.classifiers.meta.multisearch.DefaultEvaluationTask,weka.classifiers.Evaluation> implements Serializable
      serialVersionUID:
      -7535032839072532838L
    • Class weka.classifiers.meta.multisearch.DefaultEvaluationMetrics

      class DefaultEvaluationMetrics extends weka.classifiers.meta.multisearch.AbstractEvaluationMetrics implements Serializable
      serialVersionUID:
      8549253661958964524L
    • Class weka.classifiers.meta.multisearch.DefaultEvaluationWrapper

      class DefaultEvaluationWrapper extends weka.classifiers.meta.multisearch.AbstractEvaluationWrapper<weka.classifiers.Evaluation,weka.classifiers.meta.multisearch.DefaultEvaluationMetrics> implements Serializable
      serialVersionUID:
      931329614934902835L
      • Serialized Fields

        • m_Evaluation
          weka.classifiers.Evaluation m_Evaluation
    • Class weka.classifiers.meta.multisearch.DefaultSearch

      class DefaultSearch extends weka.classifiers.meta.multisearch.AbstractMultiThreadedSearch implements Serializable
      serialVersionUID:
      -3579744329581176799L
      • Serialized Fields

        • m_InitialSpaceNumFolds
          int m_InitialSpaceNumFolds
        • m_InitialSpaceTestInst
          weka.core.Instances m_InitialSpaceTestInst
        • m_InitialSpaceTestSet
          File m_InitialSpaceTestSet
        • m_Lenient
          boolean m_Lenient
        • m_SampleSize
          double m_SampleSize
        • m_SubsequentSpaceNumFolds
          int m_SubsequentSpaceNumFolds
        • m_SubsequentSpaceTestInst
          weka.core.Instances m_SubsequentSpaceTestInst
        • m_SubsequentSpaceTestSet
          File m_SubsequentSpaceTestSet
    • Class weka.classifiers.meta.multisearch.DefaultSerachNoInstances

      class DefaultSerachNoInstances extends weka.classifiers.meta.multisearch.DefaultSearch implements Serializable
      serialVersionUID:
      282777242650873303L
    • Class weka.classifiers.meta.multisearch.Performance

      class Performance extends Object implements Serializable
      serialVersionUID:
      -4374706475277588755L
      • Serialized Fields

        • m_Classifier
          weka.classifiers.Classifier m_Classifier
        • m_ClassLabel
          int m_ClassLabel
        • m_Evaluation
          int m_Evaluation
        • m_Metrics
          weka.classifiers.meta.multisearch.AbstractEvaluationMetrics m_Metrics
        • m_MetricValues
          HashMap<Integer,Double> m_MetricValues
        • m_Values
          weka.core.setupgenerator.Point<Object> m_Values
    • Class weka.classifiers.meta.multisearch.PerformanceCache

      class PerformanceCache extends Object implements Serializable
      serialVersionUID:
      5838863230451530252L
      • Serialized Fields

        • m_Cache
          Hashtable<String,weka.classifiers.meta.multisearch.Performance> m_Cache
    • Class weka.classifiers.meta.multisearch.PerformanceComparator

      class PerformanceComparator extends Object implements Serializable
      serialVersionUID:
      6507592831825393847L
      • Serialized Fields

        • m_Evaluation
          int m_Evaluation
        • m_Metrics
          weka.classifiers.meta.multisearch.AbstractEvaluationMetrics m_Metrics
    • Class weka.classifiers.meta.multisearch.RandomSearch

      class RandomSearch extends weka.classifiers.meta.multisearch.AbstractMultiThreadedSearch implements Serializable
      serialVersionUID:
      2542453917013899104L
      • Serialized Fields

        • m_NumIterations
          int m_NumIterations
        • m_RandomSeed
          int m_RandomSeed
        • m_SampleSize
          double m_SampleSize
        • m_SearchSpaceNumFolds
          int m_SearchSpaceNumFolds
        • m_SearchSpaceTestInst
          weka.core.Instances m_SearchSpaceTestInst
        • m_SearchSpaceTestSet
          File m_SearchSpaceTestSet
    • Class weka.classifiers.meta.multisearch.SimpleCVSearch

      class SimpleCVSearch extends weka.classifiers.meta.multisearch.DefaultSearch implements Serializable
      serialVersionUID:
      7885540058437652612L
    • Class weka.classifiers.meta.multisearch.SimpleCVSearchNoInstances

      class SimpleCVSearchNoInstances extends SimpleCVSearch implements Serializable
      serialVersionUID:
      -8715753537188967729L