Package org.deeplearning4j.eval

Class Evaluation

java.lang.Object

org.nd4j.evaluation.BaseEvaluation<Evaluation>

org.nd4j.evaluation.classification.Evaluation

org.deeplearning4j.eval.Evaluation

All Implemented Interfaces:

Serializable, IEvaluation<Evaluation>, IEvaluation<Evaluation>

@Deprecated
public class Evaluation
extends Evaluation
implements IEvaluation<Evaluation>

Deprecated.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	Evaluation.Metric	Deprecated.

Field Summary

Fields inherited from class org.nd4j.evaluation.classification.Evaluation

axis, binaryDecisionThreshold, binaryPositiveClass, confusion, CONFUSION_PRINT_MAX_CLASSES, confusionMatrixMetaData, costArray, DEFAULT_EDGE_VALUE, falseNegatives, falsePositives, labelsList, maxWarningClassesToPrint, numRowCounter, topN, topNCorrectCount, topNTotalCount, trueNegatives, truePositives

Constructor Summary

Constructors

Constructor	Description
Evaluation()	Deprecated. Use ND4J Evaluation class, which has the same interface: Evaluation.Metric
Evaluation(double binaryDecisionThreshold)	Deprecated. Use ND4J Evaluation class, which has the same interface: Evaluation.Metric
Evaluation(double binaryDecisionThreshold, @NonNull Integer binaryPositiveClass)	Deprecated. Use ND4J Evaluation class, which has the same interface: Evaluation.Metric
Evaluation(int numClasses)	Deprecated. Use ND4J Evaluation class, which has the same interface: Evaluation.Metric
Evaluation(int numClasses, Integer binaryPositiveClass)	Deprecated. Use ND4J Evaluation class, which has the same interface: Evaluation.Metric
Evaluation(List<String> labels)	Deprecated. Use ND4J Evaluation class, which has the same interface: Evaluation.Metric
Evaluation(List<String> labels, int topN)	Deprecated. Use ND4J Evaluation class, which has the same interface: Evaluation.Metric
Evaluation(List<String> labels, INDArray costArray)	Deprecated. Use ND4J Evaluation class, which has the same interface: Evaluation.Metric
Evaluation(Map<Integer,String> labels)	Deprecated. Use ND4J Evaluation class, which has the same interface: Evaluation.Metric
Evaluation(INDArray costArray)	Deprecated. Use ND4J Evaluation class, which has the same interface: Evaluation.Metric

Method Summary

Modifier and Type	Method	Description
double	f1(EvaluationAveraging averaging)	Deprecated.
double	falseNegativeRate(EvaluationAveraging averaging)	Deprecated.
double	falsePositiveRate(EvaluationAveraging averaging)	Deprecated.
double	fBeta(double beta, EvaluationAveraging averaging)	Deprecated.
static Evaluation	fromJson(String json)	Deprecated. Use ND4J Evaluation class, which has the same interface: Evaluation.Metric
static Evaluation	fromYaml(String yaml)	Deprecated. Use ND4J Evaluation class, which has the same interface: Evaluation.Metric
double	gMeasure(EvaluationAveraging averaging)	Deprecated.
double	matthewsCorrelation(EvaluationAveraging averaging)	Deprecated.
double	precision(EvaluationAveraging averaging)	Deprecated.
double	recall(EvaluationAveraging averaging)	Deprecated.
double	scoreForMetric(Evaluation.Metric metric)	Deprecated. Use ND4J Evaluation class, which has the same interface: Evaluation.Metric

Methods inherited from class org.nd4j.evaluation.classification.Evaluation

accuracy, addToConfusion, averageF1NumClassesExcluded, averageFBetaNumClassesExcluded, averagePrecisionNumClassesExcluded, averageRecallNumClassesExcluded, canEqual, classCount, confusionMatrix, confusionToString, equals, eval, eval, eval, f1, f1, f1, falseAlarmRate, falseNegativeRate, falseNegativeRate, falseNegativeRate, falseNegativeRate, falseNegatives, falsePositiveRate, falsePositiveRate, falsePositiveRate, falsePositiveRate, falsePositives, fBeta, fBeta, fBeta, getAxis, getBinaryDecisionThreshold, getBinaryPositiveClass, getClassLabel, getConfusion, getConfusionMatrix, getConfusionMatrixMetaData, getCostArray, getFalseNegatives, getFalsePositives, getLabelsList, getMaxWarningClassesToPrint, getNumRowCounter, getPredictionByPredictedClass, getPredictionErrors, getPredictions, getPredictionsByActualClass, getTopN, getTopNCorrectCount, getTopNTotalCount, getTrueNegatives, getTruePositives, getValue, gMeasure, gMeasure, hashCode, incrementFalseNegatives, incrementFalsePositives, incrementTrueNegatives, incrementTruePositives, matthewsCorrelation, matthewsCorrelation, merge, negative, newInstance, numClasses, positive, precision, precision, precision, precision, recall, recall, recall, recall, reset, scoreForMetric, setAxis, setBinaryDecisionThreshold, setBinaryPositiveClass, setConfusion, setConfusionMatrixMetaData, setCostArray, setFalseNegatives, setFalsePositives, setLabelsList, setMaxWarningClassesToPrint, setNumRowCounter, setTopNCorrectCount, setTopNTotalCount, setTrueNegatives, setTruePositives, stats, stats, stats, topNAccuracy, trueNegatives, truePositives

Methods inherited from class org.nd4j.evaluation.BaseEvaluation

attempFromLegacyFromJson, eval, eval, evalTimeSeries, evalTimeSeries, fromJson, fromYaml, reshapeAndExtractNotMasked, toJson, toString, toYaml

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.nd4j.evaluation.IEvaluation

eval, eval, eval, eval, evalTimeSeries, evalTimeSeries, getValue, merge, newInstance, reset, stats, toJson, toYaml

Constructor Detail

Evaluation

@Deprecated
public Evaluation()

Deprecated.

Use ND4J Evaluation class, which has the same interface: Evaluation.Metric

Evaluation

@Deprecated
public Evaluation(int numClasses)

Deprecated.

Use ND4J Evaluation class, which has the same interface: Evaluation.Metric

Evaluation

@Deprecated
public Evaluation(int numClasses,
                  Integer binaryPositiveClass)

Deprecated.

Use ND4J Evaluation class, which has the same interface: Evaluation.Metric

Evaluation

@Deprecated
public Evaluation(List<String> labels)

Deprecated.

Use ND4J Evaluation class, which has the same interface: Evaluation.Metric

Evaluation

@Deprecated
public Evaluation(Map<Integer,String> labels)

Deprecated.

Use ND4J Evaluation class, which has the same interface: Evaluation.Metric

Evaluation

@Deprecated
public Evaluation(List<String> labels,
                  int topN)

Deprecated.

Use ND4J Evaluation class, which has the same interface: Evaluation.Metric

Evaluation

@Deprecated
public Evaluation(double binaryDecisionThreshold)

Deprecated.

Use ND4J Evaluation class, which has the same interface: Evaluation.Metric

Evaluation

@Deprecated
public Evaluation(double binaryDecisionThreshold,
                  @NonNull
                  @NonNull Integer binaryPositiveClass)

Deprecated.

Use ND4J Evaluation class, which has the same interface: Evaluation.Metric

Evaluation

@Deprecated
public Evaluation(INDArray costArray)

Deprecated.

Use ND4J Evaluation class, which has the same interface: Evaluation.Metric

Evaluation

@Deprecated
public Evaluation(List<String> labels,
                  INDArray costArray)

Deprecated.

Use ND4J Evaluation class, which has the same interface: Evaluation.Metric

Method Detail

precision

@Deprecated
public double precision(EvaluationAveraging averaging)

Deprecated.

recall

@Deprecated
public double recall(EvaluationAveraging averaging)

Deprecated.

falsePositiveRate

public double falsePositiveRate(EvaluationAveraging averaging)

Deprecated.

falseNegativeRate

public double falseNegativeRate(EvaluationAveraging averaging)

Deprecated.

f1

public double f1(EvaluationAveraging averaging)

Deprecated.

fBeta

public double fBeta(double beta,
                    EvaluationAveraging averaging)

Deprecated.

gMeasure

public double gMeasure(EvaluationAveraging averaging)

Deprecated.

matthewsCorrelation

public double matthewsCorrelation(EvaluationAveraging averaging)

Deprecated.

scoreForMetric

public double scoreForMetric(Evaluation.Metric metric)

Deprecated.

Use ND4J Evaluation class, which has the same interface: Evaluation.Metric

fromJson

@Deprecated
public static Evaluation fromJson(String json)

Deprecated.

Use ND4J Evaluation class, which has the same interface: Evaluation.Metric

fromYaml

@Deprecated
public static Evaluation fromYaml(String yaml)

Deprecated.

Use ND4J Evaluation class, which has the same interface: Evaluation.Metric