org.deeplearning4j.eval

Interface IEvaluation<T extends IEvaluation>

All Superinterfaces:

Serializable

All Known Implementing Classes:

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

public interface IEvaluation<T extends IEvaluation>
extends Serializable

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

Author:

Alex Black

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, List<? extends 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)
void	reset()
String	stats()
String	toJson()
String	toYaml()

Method Detail

eval

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

Parameters:

labels -

networkPredictions -

eval

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

Parameters:

labels -

networkPredictions -

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)

Parameters:

labels -

networkPredictions -

maskArray -

evalTimeSeries

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

Parameters:

labels -

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)

Parameters:

labels -

predicted -

labelsMaskArray -

merge

void merge(T other)

Parameters:

other -

reset

void reset()

stats

String stats()

Returns:

toJson

String toJson()

Returns:

toYaml

String toYaml()

Returns: