org.openimaj.ml.linear.evaluation

Class MeanSumLossEvaluator

java.lang.Object

org.openimaj.ml.linear.evaluation.BilinearEvaluator

org.openimaj.ml.linear.evaluation.MeanSumLossEvaluator

public class MeanSumLossEvaluator
extends BilinearEvaluator

Field Summary

Fields inherited from class org.openimaj.ml.linear.evaluation.BilinearEvaluator

learner

Constructor Summary

Constructors

Constructor and Description
MeanSumLossEvaluator()

Method Summary

Modifier and Type	Method and Description
double	evaluate(List<Pair<gov.sandia.cognition.math.matrix.Matrix>> data)
double	sumLoss(List<Pair<gov.sandia.cognition.math.matrix.Matrix>> pairs, gov.sandia.cognition.math.matrix.Matrix u, gov.sandia.cognition.math.matrix.Matrix w, gov.sandia.cognition.math.matrix.Matrix bias, BilinearLearnerParameters params)

Methods inherited from class org.openimaj.ml.linear.evaluation.BilinearEvaluator

setLearner

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

MeanSumLossEvaluator

public MeanSumLossEvaluator()

Method Detail

evaluate

public double evaluate(List<Pair<gov.sandia.cognition.math.matrix.Matrix>> data)

Specified by:

evaluate in class BilinearEvaluator

sumLoss

public double sumLoss(List<Pair<gov.sandia.cognition.math.matrix.Matrix>> pairs,
                      gov.sandia.cognition.math.matrix.Matrix u,
                      gov.sandia.cognition.math.matrix.Matrix w,
                      gov.sandia.cognition.math.matrix.Matrix bias,
                      BilinearLearnerParameters params)