Uses of Class
org.tribuo.evaluation.metrics.MetricID

Packages that use MetricID

Package	Description
org.tribuo.anomaly.evaluation	Evaluation classes for anomaly detection.
org.tribuo.classification.evaluation	Evaluation classes for multi-class classification.
org.tribuo.classification.sequence	Provides infrastructure for SequenceModels which emit Labels at each step of the sequence.
org.tribuo.clustering.evaluation	Evaluation classes for clustering.
org.tribuo.evaluation	Evaluation base classes, along with code for train/test splits and cross validation.
org.tribuo.evaluation.metrics	This package contains the infrastructure classes for building evaluation metrics.
org.tribuo.multilabel.evaluation	Evaluation classes for multi-label classification using MultiLabel.
org.tribuo.regression.evaluation	Evaluation classes for single or multi-dimensional regression.
org.tribuo.sequence	Provides core classes for working with sequences of Examples.

Uses of MetricID in org.tribuo.anomaly.evaluation

Method parameters in org.tribuo.anomaly.evaluation with type arguments of type MetricID

Modifier and Type	Method	Description
protected AnomalyEvaluation	AnomalyEvaluator.createEvaluation(org.tribuo.anomaly.evaluation.AnomalyMetric.Context context, Map<MetricID<Event>,Double> results, EvaluationProvenance provenance)

Uses of MetricID in org.tribuo.classification.evaluation

Method parameters in org.tribuo.classification.evaluation with type arguments of type MetricID

Modifier and Type	Method	Description
protected LabelEvaluation	LabelEvaluator.createEvaluation(LabelMetric.Context ctx, Map<MetricID<Label>,Double> results, EvaluationProvenance provenance)

Uses of MetricID in org.tribuo.classification.sequence

Methods in org.tribuo.classification.sequence that return types with arguments of type MetricID

Modifier and Type	Method	Description
Map<MetricID<Label>,Double>	LabelSequenceEvaluation.asMap()

Method parameters in org.tribuo.classification.sequence with type arguments of type MetricID

Modifier and Type	Method	Description
protected LabelSequenceEvaluation	LabelSequenceEvaluator.createEvaluation(LabelMetric.Context ctx, Map<MetricID<Label>,Double> results, EvaluationProvenance provenance)

Constructor parameters in org.tribuo.classification.sequence with type arguments of type MetricID

Modifier	Constructor	Description
protected	LabelSequenceEvaluation(Map<MetricID<Label>,Double> results, LabelMetric.Context ctx, EvaluationProvenance provenance)	Constructs a LabelSequenceEvaluation using the supplied parameters.

Uses of MetricID in org.tribuo.clustering.evaluation

Method parameters in org.tribuo.clustering.evaluation with type arguments of type MetricID

Modifier and Type	Method	Description
protected ClusteringEvaluation	ClusteringEvaluator.createEvaluation(org.tribuo.clustering.evaluation.ClusteringMetric.Context context, Map<MetricID<ClusterID>,Double> results, EvaluationProvenance provenance)

Uses of MetricID in org.tribuo.evaluation

Methods in org.tribuo.evaluation that return types with arguments of type MetricID

Modifier and Type	Method	Description
Map<MetricID<T>,Double>	Evaluation.asMap()	Get a map of all the metrics stored in this evaluation.
protected Map<MetricID<T>,Double>	AbstractEvaluator.computeResults(C ctx, Set<? extends EvaluationMetric<T,C>> metrics)	Computes each metric given the context.
static <T extends Output<T>, R extends Evaluation<T>> Map<MetricID<T>,DescriptiveStats>	EvaluationAggregator.summarize(List<R> evaluations)	Summarize all fields of a list of evaluations.
static <T extends Output<T>, R extends Evaluation<T>> Map<MetricID<T>,DescriptiveStats>	EvaluationAggregator.summarize(Evaluator<T,R> evaluator, List<? extends Model<T>> models, Dataset<T> dataset)	Summarize performance using the supplied evaluator across several models on one dataset.
static <T extends Output<T>, R extends Evaluation<T>> Map<MetricID<T>,DescriptiveStats>	EvaluationAggregator.summarize(Evaluator<T,R> evaluator, Model<T> model, List<? extends Dataset<T>> datasets)	Summarize performance according to evaluator for a single model across several datasets.
static <T extends Output<T>, R extends Evaluation<T>> Map<MetricID<T>,DescriptiveStats>	EvaluationAggregator.summarizeCrossValidation(List<com.oracle.labs.mlrg.olcut.util.Pair<R,Model<T>>> evaluations)	Summarize all fields of a list of evaluations produced by CrossValidation.

Methods in org.tribuo.evaluation with parameters of type MetricID

Modifier and Type	Method	Description
default double	Evaluation.get(MetricID<T> key)	Gets the value associated with the specific metric.

Method parameters in org.tribuo.evaluation with type arguments of type MetricID

Modifier and Type	Method	Description
protected abstract E	AbstractEvaluator.createEvaluation(C context, Map<MetricID<T>,Double> results, EvaluationProvenance provenance)	Create an evaluation for the given results

Uses of MetricID in org.tribuo.evaluation.metrics

Methods in org.tribuo.evaluation.metrics that return MetricID

Modifier and Type	Method	Description
default MetricID<T>	EvaluationMetric.getID()	The metric ID, a combination of the metric target and metric name.

Uses of MetricID in org.tribuo.multilabel.evaluation

Methods in org.tribuo.multilabel.evaluation that return types with arguments of type MetricID

Modifier and Type	Method	Description
Map<MetricID<MultiLabel>,Double>	MultiLabelEvaluationImpl.asMap()

Methods in org.tribuo.multilabel.evaluation with parameters of type MetricID

Modifier and Type	Method	Description
double	MultiLabelEvaluationImpl.get(MetricID<MultiLabel> key)

Method parameters in org.tribuo.multilabel.evaluation with type arguments of type MetricID

Modifier and Type	Method	Description
protected MultiLabelEvaluation	MultiLabelEvaluator.createEvaluation(org.tribuo.multilabel.evaluation.MultiLabelMetric.Context context, Map<MetricID<MultiLabel>,Double> results, EvaluationProvenance provenance)

Uses of MetricID in org.tribuo.regression.evaluation

Method parameters in org.tribuo.regression.evaluation with type arguments of type MetricID

Modifier and Type	Method	Description
protected RegressionEvaluation	RegressionEvaluator.createEvaluation(org.tribuo.regression.evaluation.RegressionMetric.Context context, Map<MetricID<Regressor>,Double> results, EvaluationProvenance provenance)

Uses of MetricID in org.tribuo.sequence

Methods in org.tribuo.sequence that return types with arguments of type MetricID

Modifier and Type	Method	Description
Map<MetricID<T>,Double>	SequenceEvaluation.asMap()	Get a map of all the metrics stored in this evaluation.
protected Map<MetricID<T>,Double>	AbstractSequenceEvaluator.computeResults(C ctx, Set<? extends EvaluationMetric<T,C>> metrics)	Computes each metric given the context.

Methods in org.tribuo.sequence with parameters of type MetricID

Modifier and Type	Method	Description
default double	SequenceEvaluation.get(MetricID<T> key)	Gets the value associated with the specific metric.

Method parameters in org.tribuo.sequence with type arguments of type MetricID

Modifier and Type	Method	Description
protected abstract E	AbstractSequenceEvaluator.createEvaluation(C context, Map<MetricID<T>,Double> results, EvaluationProvenance provenance)	Create an evaluation for the given results