Catalano.MachineLearning.FeatureSelection

Interface ISupervisionedFeatureSelection

All Known Implementing Classes:

MeanVarianceFeatureSelection, RandomForestFeatureSelection

public interface ISupervisionedFeatureSelection

Interface represents supervisioned feature selection.

Method Summary

Modifier and Type	Method and Description
void	Compute(DatasetClassification dataset) Compute the feature selection.
void	Compute(double[][] input, int[] labels) Compute the feature selection.
int[]	getFeatureIndex() Get the feature index.
double[]	getRank() Get the rank of the features.

Method Detail

Compute

void Compute(DatasetClassification dataset)

Compute the feature selection.

Parameters:

dataset - Dataset.

Compute

void Compute(double[][] input,
             int[] labels)

Compute the feature selection.

Parameters:

input - Input.

labels - Labels.

getFeatureIndex

int[] getFeatureIndex()

Get the feature index.

Returns:

Feature index.

getRank

double[] getRank()

Get the rank of the features.

Returns: