Uses of Interface
org.nd4j.evaluation.IEvaluation

Packages that use IEvaluation

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

Uses of IEvaluation in org.nd4j.autodiff.listeners

Methods in org.nd4j.autodiff.listeners that return types with arguments of type IEvaluation

Modifier and Type	Method	Description
Map<String,List<IEvaluation>>	ListenerEvaluations.trainEvaluations()	Get the requested training evaluations
Map<String,List<IEvaluation>>	ListenerEvaluations.validationEvaluations()	Get the requested validation evaluations

Methods in org.nd4j.autodiff.listeners with parameters of type IEvaluation

Modifier and Type	Method	Description
ListenerEvaluations.Builder	ListenerEvaluations.Builder.addEvaluations(boolean validation, @NonNull String variableName, int labelIndex, @NonNull IEvaluation... evaluations)	Add requested evaluations for a parm/variable, for either training or validation
ListenerEvaluations.Builder	ListenerEvaluations.Builder.trainEvaluation(@NonNull String variableName, int labelIndex, @NonNull IEvaluation... evaluations)	Add requested training evaluations for a parm/variable
ListenerEvaluations.Builder	ListenerEvaluations.Builder.trainEvaluation(@NonNull SDVariable variable, int labelIndex, @NonNull IEvaluation... evaluations)	Add requested training evaluations for a parm/variable
ListenerEvaluations.Builder	ListenerEvaluations.Builder.validationEvaluation(@NonNull String variableName, int labelIndex, @NonNull IEvaluation... evaluations)	Add requested validation evaluations for a parm/variable
ListenerEvaluations.Builder	ListenerEvaluations.Builder.validationEvaluation(@NonNull SDVariable variable, int labelIndex, @NonNull IEvaluation... evaluations)	Add requested validation evaluations for a parm/variable

Constructor parameters in org.nd4j.autodiff.listeners with type arguments of type IEvaluation

Constructor	Description
ListenerEvaluations(Map<String,List<IEvaluation>> trainEvaluations, Map<String,Integer> trainEvaluationLabels, Map<String,List<IEvaluation>> validationEvaluations, Map<String,Integer> validationEvaluationLabels)

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

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

Modifier and Type	Method	Description
<T extends IEvaluation<T>> T	EvaluationRecord.evaluation(Class<T> evalClass)	Get the evaluation of a given type
<T extends IEvaluation> T	EvaluationRecord.evaluation(String param)	Get the evaluation for a given param/variable
<T extends IEvaluation<T>> T	EvaluationRecord.evaluation(String param, Class<T> evalClass)	Get the evaluation of a given type, for a given param/variable
<T extends IEvaluation> T	EvaluationRecord.evaluation(SDVariable param)	Get the evaluation for a given param/variable
<T extends IEvaluation<T>> T	EvaluationRecord.evaluation(SDVariable param, Class<T> evalClass)	Get the evaluation of a given type, for a given param/variable

Methods in org.nd4j.autodiff.listeners.records that return IEvaluation

Modifier and Type	Method	Description
IEvaluation	EvaluationRecord.evaluation(String param, int index)	Get the evaluation for param at the specified index
IEvaluation	EvaluationRecord.evaluation(SDVariable param, int index)	Get the evaluation for param at the specified index

Methods in org.nd4j.autodiff.listeners.records that return types with arguments of type IEvaluation

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

Constructor parameters in org.nd4j.autodiff.listeners.records with type arguments of type IEvaluation

Constructor	Description
EvaluationRecord(Map<String,List<IEvaluation>> evaluations)

Uses of IEvaluation in org.nd4j.autodiff.samediff

Methods in org.nd4j.autodiff.samediff with parameters of type IEvaluation

Modifier and Type	Method	Description
TrainingConfig.Builder	TrainingConfig.Builder.addEvaluations(boolean validation, @NonNull String variableName, int labelIndex, @NonNull IEvaluation... evaluations)	Add requested evaluations for a parm/variable, for either training or validation.
void	SameDiff.evaluate(@NonNull DataSetIterator iterator, @NonNull String outputVariable, @NonNull List<Listener> listeners, @NonNull IEvaluation... evaluations)	Evaluate the performance of a single variable's prediction. For example, if the variable to evaluatate was called "softmax" you would use:
void	SameDiff.evaluate(@NonNull DataSetIterator iterator, @NonNull String outputVariable, @NonNull IEvaluation... evaluations)	See SameDiff.evaluate(DataSetIterator, String, List, IEvaluation[]).
void	SameDiff.evaluate(@NonNull MultiDataSetIterator iterator, @NonNull String outputVariable, int labelIndex, @NonNull List<Listener> listeners, @NonNull IEvaluation... evaluations)	Evaluate the performance of a single variable's prediction. For example, if the variable to evaluatate was called "softmax" you would use:
void	SameDiff.evaluate(@NonNull MultiDataSetIterator iterator, @NonNull String outputVariable, int labelIndex, @NonNull IEvaluation... evaluations)	See SameDiff.evaluate(MultiDataSetIterator, String, int, List, IEvaluation[]).
TrainingConfig.Builder	TrainingConfig.Builder.trainEvaluation(@NonNull String variableName, int labelIndex, @NonNull IEvaluation... evaluations)	Add requested History training evaluations for a parm/variable.
TrainingConfig.Builder	TrainingConfig.Builder.trainEvaluation(@NonNull SDVariable variable, int labelIndex, @NonNull IEvaluation... evaluations)	Add requested History training evaluations for a parm/variable.
TrainingConfig.Builder	TrainingConfig.Builder.validationEvaluation(@NonNull String variableName, int labelIndex, @NonNull IEvaluation... evaluations)	Add requested History validation evaluations for a parm/variable.
TrainingConfig.Builder	TrainingConfig.Builder.validationEvaluation(@NonNull SDVariable variable, int labelIndex, @NonNull IEvaluation... evaluations)	Add requested History validation evaluations for a parm/variable.

Method parameters in org.nd4j.autodiff.samediff with type arguments of type IEvaluation

Modifier and Type	Method	Description
void	SameDiff.evaluate(@NonNull DataSetIterator iterator, @NonNull Map<String,IEvaluation> variableEvals, @NonNull Listener... listeners)	Evaluation for multiple-output networks. See SameDiff.evaluate(MultiDataSetIterator, Map, Map, Listener[]).
void	SameDiff.evaluate(MultiDataSetIterator iterator, Map<String,List<IEvaluation>> variableEvals, Map<String,Integer> predictionLabelMapping, Listener... listeners)	Perform evaluation using classes such as Evaluation for classifier outputs and RegressionEvaluation for regression outputs. Example: classifier evaluation Predictions variable name: "softmaxOutput" Evaluations to perform: Evaluation Data: single input, single output MultiDataSets Code:
void	SameDiff.evaluateMultiple(DataSetIterator iterator, Map<String,List<IEvaluation>> variableEvals, @NonNull Listener... listeners)	Evaluation for multiple output networks - one or more.

Constructor parameters in org.nd4j.autodiff.samediff with type arguments of type IEvaluation

Constructor

Description

TrainingConfig(IUpdater updater, List<Regularization> regularization, boolean minimize, List<String> dataSetFeatureMapping, List<String> dataSetLabelMapping, List<String> dataSetFeatureMaskMapping, List<String> dataSetLabelMaskMapping, List<String> lossVariables, Map<String,List<IEvaluation>> trainEvaluations, Map<String,Integer> trainEvaluationLabels, Map<String,List<IEvaluation>> validationEvaluations, Map<String,Integer> validationEvaluationLabels, DataType initialLossDataType)

Uses of IEvaluation in org.nd4j.autodiff.samediff.config

Methods in org.nd4j.autodiff.samediff.config with parameters of type IEvaluation

Modifier and Type	Method	Description
EvaluationConfig	EvaluationConfig.evaluate(@NonNull String param, int labelIndex, @NonNull IEvaluation... evaluations)	Add evaluations to be preformed on a specified variable, and set that variable's label index.
EvaluationConfig	EvaluationConfig.evaluate(@NonNull String param, @NonNull IEvaluation... evaluations)	Add evaluations to be preformed on a specified variable, without setting a label index.
EvaluationConfig	EvaluationConfig.evaluate(@NonNull SDVariable variable, int labelIndex, @NonNull IEvaluation... evaluations)	See EvaluationConfig.evaluate(String, int, IEvaluation[])
EvaluationConfig	EvaluationConfig.evaluate(@NonNull SDVariable variable, @NonNull IEvaluation... evaluations)	See EvaluationConfig.evaluate(String, IEvaluation[])

Uses of IEvaluation in org.nd4j.evaluation

Classes in org.nd4j.evaluation with type parameters of type IEvaluation

Modifier and Type	Interface	Description
interface	IEvaluation<T extends IEvaluation>

Classes in org.nd4j.evaluation that implement IEvaluation

Modifier and Type	Class	Description
class	BaseEvaluation<T extends BaseEvaluation>

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

Modifier and Type	Method	Description
protected static <T extends IEvaluation> T	BaseEvaluation.attempFromLegacyFromJson(String json, org.nd4j.shade.jackson.databind.exc.InvalidTypeIdException originalException)	Attempt to load DL4J IEvaluation JSON from 1.0.0-beta2 or earlier.
static <T extends IEvaluation> T	BaseEvaluation.fromJson(String json, Class<T> clazz)
static <T extends IEvaluation> T	BaseEvaluation.fromYaml(String yaml, Class<T> clazz)

Methods in org.nd4j.evaluation that return types with arguments of type IEvaluation

Modifier and Type	Method	Description
Class<? extends IEvaluation>	IMetric.getEvaluationClass()	The IEvaluation class this metric is for

Uses of IEvaluation in org.nd4j.evaluation.classification

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

Modifier and Type	Class	Description
class	Evaluation
class	EvaluationBinary
class	EvaluationCalibration
class	ROC
class	ROCBinary
class	ROCMultiClass

Methods in org.nd4j.evaluation.classification that return types with arguments of type IEvaluation

Modifier and Type	Method	Description
Class<? extends IEvaluation>	Evaluation.Metric.getEvaluationClass()
Class<? extends IEvaluation>	EvaluationBinary.Metric.getEvaluationClass()
Class<? extends IEvaluation>	ROC.Metric.getEvaluationClass()
Class<? extends IEvaluation>	ROCBinary.Metric.getEvaluationClass()
Class<? extends IEvaluation>	ROCMultiClass.Metric.getEvaluationClass()

Uses of IEvaluation in org.nd4j.evaluation.custom

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

Modifier and Type	Class	Description
class	CustomEvaluation<T>

Methods in org.nd4j.evaluation.custom that return types with arguments of type IEvaluation

Modifier and Type	Method	Description
Class<? extends IEvaluation>	CustomEvaluation.Metric.getEvaluationClass()

Uses of IEvaluation in org.nd4j.evaluation.regression

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

Modifier and Type	Class	Description
class	RegressionEvaluation

Methods in org.nd4j.evaluation.regression that return types with arguments of type IEvaluation

Modifier and Type	Method	Description
Class<? extends IEvaluation>	RegressionEvaluation.Metric.getEvaluationClass()