Facemorph.Stats
Interface Regressor

All Superinterfaces:

IniHandler, StatisticalModel

All Known Implementing Classes:

BinaryLogisticRegression, DifferenceOfAverages, ImagePLS, ImageRegressor, NumericRegressor, OvercompleteSPLS, PCAReducer, PLSReducer, sPLSSVD, sPLSSVD_DWH, WaveletPLS, WaveletRGBPLS, WeightedPLS, WeightedPLS2

public interface Regressor
extends StatisticalModel

Nested Class Summary

static class

Regressor.RegressorException Writes this Template to file (via a PrintStream)

Method Summary

double	getSumSquaredResiduals()
double[]	predict(BigMat values) Predict using the model the values of the dependent from a set of independents
boolean	read(java.io.File f)
boolean	write(java.io.File s) Writes to the file specified
boolean	write(java.io.PrintStream out) Writes this Template to file (via a PrintStream)

Methods inherited from interface Facemorph.Stats.StatisticalModel

apply, getInputDimensions, getModelInformation, getModelInformation, getOutputDimensions, outputStatistics, outputStatistics, setDependentData, setDependentData, setIndependentData, train

Methods inherited from interface Facemorph.DataBase.IniHandler

read, write

Method Detail

predict

double[] predict(BigMat values)

Predict using the model the values of the dependent from a set of independents

Parameters:

values - the independent values

Returns:

set of predicted values

getSumSquaredResiduals

double getSumSquaredResiduals()

Returns:

The Sum of Squared Residuals of the regression.

read

boolean read(java.io.File f)
             throws java.io.FileNotFoundException

Throws:

java.io.FileNotFoundException

write

boolean write(java.io.File s)

Writes to the file specified

Parameters:

s - the name of the file to write to

Returns:

returns true if all is OK

write

boolean write(java.io.PrintStream out)

Writes this Template to file (via a PrintStream)

Parameters:

out - The output PrintStream

Returns:

if written successfully