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B

batchFinished() - Method in class weka.filters.supervised.instance.SMOTE

Signify that this batch of input to the filter is finished.

C

classValueTipText() - Method in class weka.filters.supervised.instance.SMOTE

Returns the tip text for this property.

G

getCapabilities() - Method in class weka.filters.supervised.instance.SMOTE

Returns the Capabilities of this filter.

getClassValue() - Method in class weka.filters.supervised.instance.SMOTE

Gets the index of the class value to which SMOTE should be applied.

getNearestNeighbors() - Method in class weka.filters.supervised.instance.SMOTE

Gets the number of nearest neighbors to use.

getOptions() - Method in class weka.filters.supervised.instance.SMOTE

Gets the current settings of the filter.

getPercentage() - Method in class weka.filters.supervised.instance.SMOTE

Gets the percentage of SMOTE instances to create.

getRandomSeed() - Method in class weka.filters.supervised.instance.SMOTE

Gets the random number seed.

getRevision() - Method in class weka.filters.supervised.instance.SMOTE

Returns the revision string.

getTechnicalInformation() - Method in class weka.filters.supervised.instance.SMOTE

Returns an instance of a TechnicalInformation object, containing detailed information about the technical background of this class, e.g., paper reference or book this class is based on.

globalInfo() - Method in class weka.filters.supervised.instance.SMOTE

Returns a string describing this classifier.

I

input(Instance) - Method in class weka.filters.supervised.instance.SMOTE

Input an instance for filtering.

L

listOptions() - Method in class weka.filters.supervised.instance.SMOTE

Returns an enumeration describing the available options.

M

main(String[]) - Static method in class weka.filters.supervised.instance.SMOTE

Main method for running this filter.

N

nearestNeighborsTipText() - Method in class weka.filters.supervised.instance.SMOTE

Returns the tip text for this property.

P

percentageTipText() - Method in class weka.filters.supervised.instance.SMOTE

Returns the tip text for this property.

R

randomSeedTipText() - Method in class weka.filters.supervised.instance.SMOTE

Returns the tip text for this property.

S

setClassValue(String) - Method in class weka.filters.supervised.instance.SMOTE

Sets the index of the class value to which SMOTE should be applied.

setInputFormat(Instances) - Method in class weka.filters.supervised.instance.SMOTE

Sets the format of the input instances.

setNearestNeighbors(int) - Method in class weka.filters.supervised.instance.SMOTE

Sets the number of nearest neighbors to use.

setOptions(String[]) - Method in class weka.filters.supervised.instance.SMOTE

Parses a given list of options.

setPercentage(double) - Method in class weka.filters.supervised.instance.SMOTE

Sets the percentage of SMOTE instances to create.

setRandomSeed(int) - Method in class weka.filters.supervised.instance.SMOTE

Sets the random number seed.

SMOTE - Class in weka.filters.supervised.instance

Resamples a dataset by applying the Synthetic Minority Oversampling TEchnique (SMOTE).

SMOTE() - Constructor for class weka.filters.supervised.instance.SMOTE

W

weka.filters.supervised.instance - package weka.filters.supervised.instance

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