org.deeplearning4j.arbiter.scoring.impl

Class TestSetRegressionScoreFunction

java.lang.Object

org.deeplearning4j.arbiter.scoring.impl.BaseNetScoreFunction

org.deeplearning4j.arbiter.scoring.impl.TestSetRegressionScoreFunction

All Implemented Interfaces:

Serializable, ScoreFunction

Deprecated.

Use RegressionScoreFunction

@Deprecated
public class TestSetRegressionScoreFunction
extends BaseNetScoreFunction

Score function for regression (including multi-label regression) for a MultiLayerNetwork or ComputationGraph on a test set

Author:

Alex Black

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
TestSetRegressionScoreFunction(RegressionValue regressionValue) Deprecated.

Method Summary

Modifier and Type	Method and Description
boolean	minimize() Deprecated.
double	score(org.deeplearning4j.nn.graph.ComputationGraph graph, org.nd4j.linalg.dataset.api.iterator.DataSetIterator iterator) Deprecated.
double	score(org.deeplearning4j.nn.graph.ComputationGraph graph, org.nd4j.linalg.dataset.api.iterator.MultiDataSetIterator iterator) Deprecated.
double	score(org.deeplearning4j.nn.multilayer.MultiLayerNetwork net, org.nd4j.linalg.dataset.api.iterator.DataSetIterator iterator) Deprecated.
double	score(org.deeplearning4j.nn.multilayer.MultiLayerNetwork net, org.nd4j.linalg.dataset.api.iterator.MultiDataSetIterator iterator) Deprecated.
String	toString() Deprecated.

Methods inherited from class org.deeplearning4j.arbiter.scoring.impl.BaseNetScoreFunction

getSupportedDataTypes, getSupportedModelTypes, score, score, score

Methods inherited from class java.lang.Object

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

Constructor Detail

TestSetRegressionScoreFunction

public TestSetRegressionScoreFunction(RegressionValue regressionValue)

Deprecated.

Parameters:

regressionValue - The type of evaluation to do: MSE, MAE, RMSE, etc

Method Detail

minimize

public boolean minimize()

Deprecated.

toString

public String toString()

Deprecated.

Overrides:

toString in class Object

score

public double score(org.deeplearning4j.nn.multilayer.MultiLayerNetwork net,
                    org.nd4j.linalg.dataset.api.iterator.DataSetIterator iterator)

Deprecated.

Specified by:

score in class BaseNetScoreFunction

score

public double score(org.deeplearning4j.nn.multilayer.MultiLayerNetwork net,
                    org.nd4j.linalg.dataset.api.iterator.MultiDataSetIterator iterator)

Deprecated.

Specified by:

score in class BaseNetScoreFunction

score

public double score(org.deeplearning4j.nn.graph.ComputationGraph graph,
                    org.nd4j.linalg.dataset.api.iterator.DataSetIterator iterator)

Deprecated.

Specified by:

score in class BaseNetScoreFunction

score

public double score(org.deeplearning4j.nn.graph.ComputationGraph graph,
                    org.nd4j.linalg.dataset.api.iterator.MultiDataSetIterator iterator)

Deprecated.

Specified by:

score in class BaseNetScoreFunction