Catalano.MachineLearning.Performance

Interface IValidation

All Known Implementing Classes:

HoldoutValidation, KFoldCrossValidation, LeaveOneOutCrossValidation, SuppliedValidation

public interface IValidation

Interface common for classifier performance.

Method Summary

Modifier and Type	Method and Description
double	Run(IClassifier classifier, DatasetClassification dataset) Compute validation.
double	Run(IClassifier classifier, double[][] data, int[] labels) Compute validation.

Method Detail

Run

double Run(IClassifier classifier,
           DatasetClassification dataset)

Compute validation.

Parameters:

classifier - Classifier.

dataset - Dataset.

Returns:

Correctly classified rate.

Run

double Run(IClassifier classifier,
           double[][] data,
           int[] labels)

Compute validation.

Parameters:

classifier - Classifier.

data - Data.

labels - Labels.

Returns:

Correctly classified rate.