Uses of Interface
org.nd4j.evaluation.IMetric

Packages that use IMetric

Package	Description
org.nd4j.autodiff.listeners.records
org.nd4j.evaluation
org.nd4j.evaluation.classification
org.nd4j.evaluation.custom
org.nd4j.evaluation.regression

Uses of IMetric in org.nd4j.autodiff.listeners.records

Methods in org.nd4j.autodiff.listeners.records with parameters of type IMetric

Modifier and Type	Method and Description
double	EvaluationRecord.getValue(IMetric metric) Get the metric's value for the evaluation of the metric's type
double	EvaluationRecord.getValue(SDVariable param, IMetric metric) Get the metric's value for the evaluation of the metric's type, for a given param/variable
double	EvaluationRecord.getValue(SDVariable param, int index, IMetric metric) Get the metric's value for the evaluation for a given param/variable at the given index
double	EvaluationRecord.getValue(String param, IMetric metric) Get the metric's value for the evaluation of the metric's type, for a given param/variable
double	EvaluationRecord.getValue(String param, int index, IMetric metric) Get the metric's value for the evaluation for a given param/variable at the given index
List<Double>	History.trainingEval(IMetric metric) Get the results of a training evaluation for a given metric Only works if there is only one evaluation with the given metric
List<Double>	History.trainingEval(SDVariable param, IMetric metric) Get the results of a training evaluation on a given parameter for a given metric Only works if there is only one evaluation with the given metric for param
List<Double>	History.trainingEval(SDVariable param, int index, IMetric metric) Get the results of a training evaluation on a given parameter at a given index, for a given metric Note that it returns all recorded evaluations.
List<Double>	History.trainingEval(String param, IMetric metric) Get the results of a training evaluation on a given parameter for a given metric Only works if there is only one evaluation with the given metric for param
List<Double>	History.trainingEval(String param, int index, IMetric metric) Get the results of a training evaluation on a given parameter at a given index, for a given metric Note that it returns all recorded evaluations.
List<Double>	History.validationEval(IMetric metric) Get the results of a validation evaluation for a given metric Only works if there is only one evaluation with the given metric
List<Double>	History.validationEval(SDVariable param, IMetric metric) Get the results of a validation evaluation on a given parameter for a given metric Only works if there is only one evaluation with the given metric for param
List<Double>	History.validationEval(SDVariable param, int index, IMetric metric) Get the results of a validation evaluation on a given parameter at a given index, for a given metric Note that it returns all recorded evaluations.
List<Double>	History.validationEval(String param, IMetric metric) Get the results of a validation evaluation on a given parameter for a given metric Only works if there is only one evaluation with the given metric for param
List<Double>	History.validationEval(String param, int index, IMetric metric) Get the results of a validation evaluation on a given parameter at a given index, for a given metric Note that it returns all recorded evaluations.

Uses of IMetric in org.nd4j.evaluation

Methods in org.nd4j.evaluation with parameters of type IMetric

Modifier and Type	Method and Description
double	IEvaluation.getValue(IMetric metric) Get the value of a given metric for this evaluation.

Uses of IMetric in org.nd4j.evaluation.classification

Classes in org.nd4j.evaluation.classification that implement IMetric

Modifier and Type	Class and Description
static class	Evaluation.Metric
static class	EvaluationBinary.Metric
static class	ROC.Metric AUROC: Area under ROC curve AUPRC: Area under Precision-Recall Curve
static class	ROCBinary.Metric AUROC: Area under ROC curve AUPRC: Area under Precision-Recall Curve
static class	ROCMultiClass.Metric AUROC: Area under ROC curve AUPRC: Area under Precision-Recall Curve

Methods in org.nd4j.evaluation.classification with parameters of type IMetric

Modifier and Type	Method and Description
double	Evaluation.getValue(IMetric metric)
double	EvaluationBinary.getValue(IMetric metric)
double	EvaluationCalibration.getValue(IMetric metric)
double	ROC.getValue(IMetric metric)
double	ROCBinary.getValue(IMetric metric)
double	ROCMultiClass.getValue(IMetric metric)

Uses of IMetric in org.nd4j.evaluation.custom

Classes in org.nd4j.evaluation.custom that implement IMetric

Modifier and Type	Class and Description
static class	CustomEvaluation.Metric<T> The metric used to get a score for the CustomEvaluation.

Methods in org.nd4j.evaluation.custom with parameters of type IMetric

Modifier and Type	Method and Description
double	CustomEvaluation.getValue(IMetric metric)

Uses of IMetric in org.nd4j.evaluation.regression

Classes in org.nd4j.evaluation.regression that implement IMetric

Modifier and Type	Class and Description
static class	RegressionEvaluation.Metric

Methods in org.nd4j.evaluation.regression with parameters of type IMetric

Modifier and Type	Method and Description
double	RegressionEvaluation.getValue(IMetric metric)