Class PCTWeightedICVarianceReduction
- java.lang.Object
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- moa.AbstractMOAObject
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- moa.options.AbstractOptionHandler
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- moa.classifiers.multilabel.core.splitcriteria.ICVarianceReduction
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- moa.classifiers.multilabel.core.splitcriteria.WeightedICVarianceReduction
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- moa.classifiers.multilabel.core.splitcriteria.PCTWeightedICVarianceReduction
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- All Implemented Interfaces:
Configurable
,Serializable
,MultiLabelSplitCriterion
,MOAObject
,OptionHandler
public class PCTWeightedICVarianceReduction extends WeightedICVarianceReduction
- See Also:
- Serialized Form
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Field Summary
Fields Modifier and Type Field Description DoubleVector
inputWeights
double
targetInputTradeoff
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Fields inherited from class moa.classifiers.multilabel.core.splitcriteria.WeightedICVarianceReduction
weights
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Fields inherited from class moa.options.AbstractOptionHandler
config
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Constructor Summary
Constructors Constructor Description PCTWeightedICVarianceReduction(DoubleVector targetWeights, DoubleVector inputWeights, double targetInputTradeoff)
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description double
getMeritOfSplit(DoubleVector[] preSplitTargetDist, DoubleVector[][] postSplitTargetDists, DoubleVector[] preSplitInputDist, DoubleVector[][] postSplitInputDists)
double
getMeritOfSplit(DoubleVector[] preSplitTargetDist, DoubleVector[] preSplitInputDist, DoubleVector[][] postSplitTargetDists, DoubleVector[][] postSplitInputDists)
protected double
getMeritOfSplitForAttribute(DoubleVector preSplitDist, DoubleVector[] postSplitDists)
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Methods inherited from class moa.classifiers.multilabel.core.splitcriteria.WeightedICVarianceReduction
getDescription, getMeritOfSplit, prepareForUseImpl
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Methods inherited from class moa.classifiers.multilabel.core.splitcriteria.ICVarianceReduction
computeVariance, computeVariance, getBranchesSplitMerits, getBranchSplitVarianceOutput, getMeritOfSplitForOutput, getMeritOfSplitForOutput, getRangeOfMerit
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Methods inherited from class moa.options.AbstractOptionHandler
copy, getCLICreationString, getOptions, getPreparedClassOption, getPurposeString, prepareClassOptions, prepareForUse, prepareForUse
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Methods inherited from class moa.AbstractMOAObject
copy, measureByteSize, measureByteSize, toString
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Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
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Methods inherited from interface moa.MOAObject
measureByteSize
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Methods inherited from interface moa.options.OptionHandler
copy, getCLICreationString, getOptions, getPurposeString, prepareForUse, prepareForUse
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Field Detail
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inputWeights
public DoubleVector inputWeights
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targetInputTradeoff
public double targetInputTradeoff
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Constructor Detail
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PCTWeightedICVarianceReduction
public PCTWeightedICVarianceReduction(DoubleVector targetWeights, DoubleVector inputWeights, double targetInputTradeoff)
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Method Detail
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getMeritOfSplit
public double getMeritOfSplit(DoubleVector[] preSplitTargetDist, DoubleVector[][] postSplitTargetDists, DoubleVector[] preSplitInputDist, DoubleVector[][] postSplitInputDists)
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getMeritOfSplitForAttribute
protected double getMeritOfSplitForAttribute(DoubleVector preSplitDist, DoubleVector[] postSplitDists)
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getMeritOfSplit
public double getMeritOfSplit(DoubleVector[] preSplitTargetDist, DoubleVector[] preSplitInputDist, DoubleVector[][] postSplitTargetDists, DoubleVector[][] postSplitInputDists)
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