Package org.deeplearning4j.eval
Class Evaluation
- java.lang.Object
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- org.nd4j.evaluation.BaseEvaluation<Evaluation>
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- org.nd4j.evaluation.classification.Evaluation
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- org.deeplearning4j.eval.Evaluation
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- All Implemented Interfaces:
Serializable
,IEvaluation<Evaluation>
,IEvaluation<Evaluation>
@Deprecated public class Evaluation extends Evaluation implements IEvaluation<Evaluation>
Deprecated.- See Also:
- Serialized Form
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Nested Class Summary
Nested Classes Modifier and Type Class Description static class
Evaluation.Metric
Deprecated.
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Field Summary
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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
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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
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Deprecated Methods 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
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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
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Methods inherited from class org.nd4j.evaluation.BaseEvaluation
attempFromLegacyFromJson, eval, eval, evalTimeSeries, evalTimeSeries, fromJson, fromYaml, reshapeAndExtractNotMasked, toJson, toString, toYaml
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Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
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Methods inherited from interface org.nd4j.evaluation.IEvaluation
eval, eval, eval, eval, evalTimeSeries, evalTimeSeries, getValue, merge, newInstance, reset, stats, toJson, toYaml
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Constructor Detail
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Evaluation
@Deprecated public Evaluation()
Deprecated.Use ND4J Evaluation class, which has the same interface:Evaluation.Metric
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Evaluation
@Deprecated public Evaluation(int numClasses)
Deprecated.Use ND4J Evaluation class, which has the same interface:Evaluation.Metric
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Evaluation
@Deprecated public Evaluation(int numClasses, Integer binaryPositiveClass)
Deprecated.Use ND4J Evaluation class, which has the same interface:Evaluation.Metric
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Evaluation
@Deprecated public Evaluation(List<String> labels)
Deprecated.Use ND4J Evaluation class, which has the same interface:Evaluation.Metric
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Evaluation
@Deprecated public Evaluation(Map<Integer,String> labels)
Deprecated.Use ND4J Evaluation class, which has the same interface:Evaluation.Metric
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Evaluation
@Deprecated public Evaluation(List<String> labels, int topN)
Deprecated.Use ND4J Evaluation class, which has the same interface:Evaluation.Metric
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Evaluation
@Deprecated public Evaluation(double binaryDecisionThreshold)
Deprecated.Use ND4J Evaluation class, which has the same interface:Evaluation.Metric
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Evaluation
@Deprecated public Evaluation(double binaryDecisionThreshold, @NonNull @NonNull Integer binaryPositiveClass)
Deprecated.Use ND4J Evaluation class, which has the same interface:Evaluation.Metric
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Evaluation
@Deprecated public Evaluation(INDArray costArray)
Deprecated.Use ND4J Evaluation class, which has the same interface:Evaluation.Metric
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Evaluation
@Deprecated public Evaluation(List<String> labels, INDArray costArray)
Deprecated.Use ND4J Evaluation class, which has the same interface:Evaluation.Metric
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Method Detail
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precision
@Deprecated public double precision(EvaluationAveraging averaging)
Deprecated.
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recall
@Deprecated public double recall(EvaluationAveraging averaging)
Deprecated.
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falsePositiveRate
public double falsePositiveRate(EvaluationAveraging averaging)
Deprecated.
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falseNegativeRate
public double falseNegativeRate(EvaluationAveraging averaging)
Deprecated.
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f1
public double f1(EvaluationAveraging averaging)
Deprecated.
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fBeta
public double fBeta(double beta, EvaluationAveraging averaging)
Deprecated.
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gMeasure
public double gMeasure(EvaluationAveraging averaging)
Deprecated.
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matthewsCorrelation
public double matthewsCorrelation(EvaluationAveraging averaging)
Deprecated.
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scoreForMetric
public double scoreForMetric(Evaluation.Metric metric)
Deprecated.Use ND4J Evaluation class, which has the same interface:Evaluation.Metric
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fromJson
@Deprecated public static Evaluation fromJson(String json)
Deprecated.Use ND4J Evaluation class, which has the same interface:Evaluation.Metric
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fromYaml
@Deprecated public static Evaluation fromYaml(String yaml)
Deprecated.Use ND4J Evaluation class, which has the same interface:Evaluation.Metric
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