org.deeplearning4j.eval

Class BaseEvaluation<T extends BaseEvaluation>

java.lang.Object

org.deeplearning4j.eval.BaseEvaluation<T>

All Implemented Interfaces:

java.io.Serializable, IEvaluation<T>

Direct Known Subclasses:

Evaluation, EvaluationBinary, RegressionEvaluation, ROC, ROCBinary, ROCMultiClass

public abstract class BaseEvaluation<T extends BaseEvaluation>
extends java.lang.Object
implements IEvaluation<T>

BaseEvaluation implement common evaluation functionality (for time series, etc) for Evaluation, RegressionEvaluation, ROC, ROCMultiClass etc.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
BaseEvaluation()

Method Summary

Modifier and Type	Method and Description
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 predictions, org.nd4j.linalg.api.ndarray.INDArray labelsMask)

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.deeplearning4j.eval.IEvaluation

eval, merge

Constructor Detail

BaseEvaluation

public BaseEvaluation()

Method Detail

evalTimeSeries

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

Specified by:

evalTimeSeries in interface IEvaluation<T extends BaseEvaluation>

evalTimeSeries

public void evalTimeSeries(org.nd4j.linalg.api.ndarray.INDArray labels,
                           org.nd4j.linalg.api.ndarray.INDArray predictions,
                           org.nd4j.linalg.api.ndarray.INDArray labelsMask)

Specified by:

evalTimeSeries in interface IEvaluation<T extends BaseEvaluation>

eval

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

Specified by:

eval in interface IEvaluation<T extends BaseEvaluation>

eval

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

Specified by:

eval in interface IEvaluation<T extends BaseEvaluation>