org.deeplearning4j.arbiter.scoring.impl

Class BaseNetScoreFunction

java.lang.Object

org.deeplearning4j.arbiter.scoring.impl.BaseNetScoreFunction

All Implemented Interfaces:

Serializable, ScoreFunction

Direct Known Subclasses:

EvaluationScoreFunction, RegressionScoreFunction, ROCScoreFunction, TestSetAccuracyScoreFunction, TestSetF1ScoreFunction, TestSetLossScoreFunction, TestSetRegressionScoreFunction

public abstract class BaseNetScoreFunction
extends Object
implements ScoreFunction

Created by Alex on 23/07/2017.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
BaseNetScoreFunction()

Method Summary

Modifier and Type	Method and Description
List<Class<?>>	getSupportedDataTypes()
List<Class<?>>	getSupportedModelTypes()
abstract double	score(org.deeplearning4j.nn.graph.ComputationGraph graph, org.nd4j.linalg.dataset.api.iterator.DataSetIterator iterator)
abstract double	score(org.deeplearning4j.nn.graph.ComputationGraph graph, org.nd4j.linalg.dataset.api.iterator.MultiDataSetIterator iterator)
abstract double	score(org.deeplearning4j.nn.multilayer.MultiLayerNetwork net, org.nd4j.linalg.dataset.api.iterator.DataSetIterator iterator)
abstract double	score(org.deeplearning4j.nn.multilayer.MultiLayerNetwork net, org.nd4j.linalg.dataset.api.iterator.MultiDataSetIterator iterator)
double	score(Object model, Class<? extends DataSource> dataSource, Properties dataSourceProperties)
double	score(Object model, DataProvider dataProvider, Map<String,Object> dataParameters)
protected double	score(Object model, Object testData)

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.deeplearning4j.arbiter.optimize.api.score.ScoreFunction

minimize

Constructor Detail

BaseNetScoreFunction

public BaseNetScoreFunction()

Method Detail

score

public double score(Object model,
                    DataProvider dataProvider,
                    Map<String,Object> dataParameters)

Specified by:

score in interface ScoreFunction

score

public double score(Object model,
                    Class<? extends DataSource> dataSource,
                    Properties dataSourceProperties)

Specified by:

score in interface ScoreFunction

score

protected double score(Object model,
                       Object testData)

getSupportedModelTypes

public List<Class<?>> getSupportedModelTypes()

Specified by:

getSupportedModelTypes in interface ScoreFunction

getSupportedDataTypes

public List<Class<?>> getSupportedDataTypes()

Specified by:

getSupportedDataTypes in interface ScoreFunction

score

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

score

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

score

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

score

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