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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
Serialized Fields |
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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
Serialized Fields |
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Filter m_Filter
Instances m_FilteredInstances
Class weka.classifiers.meta.GridSearch extends RandomizableSingleClassifierEnhancer implements Serializable |
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serialVersionUID: -3034773968581595348L
Serialized Fields |
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Filter m_Filter
Filter m_BestFilter
Classifier m_BestClassifier
GridSearch.PointDouble m_Values
int m_Evaluation
java.lang.String m_Y_Property
double m_Y_Min
double m_Y_Max
double m_Y_Step
double m_Y_Base
java.lang.String m_Y_Expression
MathematicalExpression
,
MathExpression
java.lang.String m_X_Property
double m_X_Min
double m_X_Max
double m_X_Step
double m_X_Base
java.lang.String m_X_Expression
MathematicalExpression
,
MathExpression
boolean m_GridIsExtendable
int m_MaxGridExtensions
int m_GridExtensionsPerformed
double m_SampleSize
int m_Traversal
java.io.File m_LogFile
GridSearch.Grid m_Grid
Instances m_Data
GridSearch.PerformanceCache m_Cache
java.util.Vector<E> m_Performances
boolean m_UniformPerformance
int m_NumExecutionSlots
int m_Completed
int m_Failed
int m_NumSetups
GridSearch.SetupGenerator m_Generator
Class weka.classifiers.meta.GridSearch.Grid extends java.lang.Object implements Serializable |
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serialVersionUID: 7290732613611243139L
Serialized Fields |
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double m_MinX
double m_MaxX
double m_StepX
java.lang.String m_LabelX
double m_MinY
double m_MaxY
double m_StepY
java.lang.String m_LabelY
int m_Width
int m_Height
Class weka.classifiers.meta.GridSearch.Performance extends java.lang.Object implements Serializable |
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serialVersionUID: -4374706475277588755L
Serialized Fields |
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GridSearch.PointDouble m_Values
double m_CC
double m_RMSE
double m_RRSE
double m_MAE
double m_RAE
double m_ACC
double m_wAUC
double m_Kappa
Class weka.classifiers.meta.GridSearch.PerformanceCache extends java.lang.Object implements Serializable |
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serialVersionUID: 5838863230451530252L
Serialized Fields |
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java.util.Hashtable<K,V> m_Cache
Class weka.classifiers.meta.GridSearch.PerformanceComparator extends java.lang.Object implements Serializable |
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serialVersionUID: 6507592831825393847L
Serialized Fields |
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int m_Evaluation
TAGS_EVALUATION
Class weka.classifiers.meta.GridSearch.PerformanceTable extends java.lang.Object implements Serializable |
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serialVersionUID: 5486491313460338379L
Serialized Fields |
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GridSearch m_Owner
GridSearch.Grid m_Grid
java.util.Vector<E> m_Performances
int m_Type
double[][] m_Table
double m_Min
double m_Max
Class weka.classifiers.meta.GridSearch.PointDouble extends java.awt.geom.Point2D.Double implements Serializable |
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serialVersionUID: 7151661776161898119L
Class weka.classifiers.meta.GridSearch.PointInt extends java.awt.Point implements Serializable |
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serialVersionUID: -5900415163698021618L
Class weka.classifiers.meta.GridSearch.SetupGenerator extends java.lang.Object implements Serializable |
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serialVersionUID: -2517395033342543417L
Serialized Fields |
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GridSearch m_Owner
java.lang.String m_Y_Property
double m_Y_Min
double m_Y_Max
double m_Y_Step
double m_Y_Base
java.lang.String m_Y_Expression
java.lang.String m_X_Property
double m_X_Min
double m_X_Max
double m_X_Step
double m_X_Base
java.lang.String m_X_Expression
Class weka.classifiers.meta.LogitBoost extends RandomizableIteratedSingleClassifierEnhancer implements Serializable |
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serialVersionUID: -1105660358715833753L
Serialized Fields |
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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
Serialized Fields |
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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
Serialized Fields |
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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.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
Serialized Fields |
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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
Serialized Fields |
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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
Serialized Fields |
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int m_CombinationRule
java.util.Random m_Random
java.util.List<E> m_classifiersToLoad
java.util.List<E> m_preBuiltClassifiers
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