Catalano.MachineLearning.Performance

Interface IRegressionValidation

All Known Implementing Classes:

HoldoutValidation, LeaveOneOutCrossValidation

public interface IRegressionValidation

Interface common for regression performance.

Method Summary

Modifier and Type	Method and Description
RegressionMeasure	Run(IRegression regression, DatasetRegression dataset) Run the validation.
RegressionMeasure	Run(IRegression regression, double[][] input, double[] output) Run the validation.

Method Detail

Run

RegressionMeasure Run(IRegression regression,
                      double[][] input,
                      double[] output)

Run the validation.

Parameters:

regression - Regression.

input - Input.

output - Output.

Returns:

Regression measure.

Run

RegressionMeasure Run(IRegression regression,
                      DatasetRegression dataset)

Run the validation.

Parameters:

regression - Regression.

dataset - Dataset.

Returns:

Regression measure.