org.deeplearning4j.eval

Interface IEvaluation<T extends IEvaluation>

All Superinterfaces:

java.io.Serializable

All Known Implementing Classes:

BaseEvaluation, Evaluation, EvaluationBinary, RegressionEvaluation, ROC, ROCBinary, ROCMultiClass

public interface IEvaluation<T extends IEvaluation>
extends java.io.Serializable

A general purpose interface for evaluating neural networks - methods are shared by implemetations such as Evaluation, RegressionEvaluation, ROC, ROCMultiClass

Method Summary

Modifier and Type	Method and Description
void	eval(org.nd4j.linalg.api.ndarray.INDArray labels, org.nd4j.linalg.api.ndarray.INDArray networkPredictions)
void	eval(org.nd4j.linalg.api.ndarray.INDArray labels, org.nd4j.linalg.api.ndarray.INDArray networkPredictions, org.nd4j.linalg.api.ndarray.INDArray maskArray)
void	eval(org.nd4j.linalg.api.ndarray.INDArray labels, org.nd4j.linalg.api.ndarray.INDArray networkPredictions, java.util.List<? extends java.io.Serializable> recordMetaData)
void	evalTimeSeries(org.nd4j.linalg.api.ndarray.INDArray labels, org.nd4j.linalg.api.ndarray.INDArray predicted)
void	evalTimeSeries(org.nd4j.linalg.api.ndarray.INDArray labels, org.nd4j.linalg.api.ndarray.INDArray predicted, org.nd4j.linalg.api.ndarray.INDArray labelsMaskArray)
void	merge(T other)

Method Detail

eval

void eval(org.nd4j.linalg.api.ndarray.INDArray labels,
          org.nd4j.linalg.api.ndarray.INDArray networkPredictions)

eval

void eval(org.nd4j.linalg.api.ndarray.INDArray labels,
          org.nd4j.linalg.api.ndarray.INDArray networkPredictions,
          java.util.List<? extends java.io.Serializable> recordMetaData)

eval

void eval(org.nd4j.linalg.api.ndarray.INDArray labels,
          org.nd4j.linalg.api.ndarray.INDArray networkPredictions,
          org.nd4j.linalg.api.ndarray.INDArray maskArray)

evalTimeSeries

void evalTimeSeries(org.nd4j.linalg.api.ndarray.INDArray labels,
                    org.nd4j.linalg.api.ndarray.INDArray predicted)

evalTimeSeries

void evalTimeSeries(org.nd4j.linalg.api.ndarray.INDArray labels,
                    org.nd4j.linalg.api.ndarray.INDArray predicted,
                    org.nd4j.linalg.api.ndarray.INDArray labelsMaskArray)

merge

void merge(T other)