Uses of Interface
org.tribuo.evaluation.Evaluator

Packages that use Evaluator

Package	Description
org.tribuo	Provides the core interfaces and classes for using Tribuo.
org.tribuo.anomaly	Provides classes and infrastructure for anomaly detection problems.
org.tribuo.anomaly.evaluation	Evaluation classes for anomaly detection.
org.tribuo.classification	Provides classes and infrastructure for multiclass classification problems.
org.tribuo.classification.evaluation	Evaluation classes for multi-class classification.
org.tribuo.clustering	Provides classes and infrastructure for working with clustering problems.
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.multilabel	Provides classes and infrastructure for working with multi-label classification problems.
org.tribuo.multilabel.evaluation	Evaluation classes for multi-label classification using MultiLabel.
org.tribuo.regression	Provides classes and infrastructure for regression problems with single or multiple output dimensions.
org.tribuo.regression.evaluation	Evaluation classes for single or multi-dimensional regression.

Uses of Evaluator in org.tribuo

Methods in org.tribuo that return Evaluator

Modifier and Type	Method and Description
Evaluator<T,? extends Evaluation<T>>	OutputFactory.getEvaluator() Gets an Evaluator suitable for measuring performance of predictions for the Output subclass.

Uses of Evaluator in org.tribuo.anomaly

Methods in org.tribuo.anomaly that return Evaluator

Modifier and Type	Method and Description
Evaluator<Event,AnomalyEvaluation>	AnomalyFactory.getEvaluator()

Uses of Evaluator in org.tribuo.anomaly.evaluation

Classes in org.tribuo.anomaly.evaluation that implement Evaluator

Modifier and Type	Class and Description
class	AnomalyEvaluator An Evaluator for anomaly detection Events.

Uses of Evaluator in org.tribuo.classification

Methods in org.tribuo.classification that return Evaluator

Modifier and Type	Method and Description
Evaluator<Label,LabelEvaluation>	LabelFactory.getEvaluator()

Uses of Evaluator in org.tribuo.classification.evaluation

Classes in org.tribuo.classification.evaluation that implement Evaluator

Modifier and Type	Class and Description
class	LabelEvaluator An Evaluator for Labels.

Uses of Evaluator in org.tribuo.clustering

Methods in org.tribuo.clustering that return Evaluator

Modifier and Type	Method and Description
Evaluator<ClusterID,ClusteringEvaluation>	ClusteringFactory.getEvaluator()

Uses of Evaluator in org.tribuo.clustering.evaluation

Classes in org.tribuo.clustering.evaluation that implement Evaluator

Modifier and Type	Class and Description
class	ClusteringEvaluator A Evaluator for clustering using ClusterIDs.

Uses of Evaluator in org.tribuo.evaluation

Classes in org.tribuo.evaluation that implement Evaluator

Modifier and Type	Class and Description
class	AbstractEvaluator<T extends Output<T>,C extends MetricContext<T>,E extends Evaluation<T>,M extends EvaluationMetric<T,C>> Base class for evaluators.

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

Modifier and Type	Method and Description
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.

Constructors in org.tribuo.evaluation with parameters of type Evaluator

Constructor and Description
CrossValidation(Trainer<T> trainer, Dataset<T> data, Evaluator<T,E> evaluator, int k) Builds a k-fold cross-validation loop.
CrossValidation(Trainer<T> trainer, Dataset<T> data, Evaluator<T,E> evaluator, int k, long seed) Builds a k-fold cross-validation loop.
OnlineEvaluator(Evaluator<T,E> evaluator, Model<T> model, DataProvenance provenance) Constructs an OnlineEvaluator which accumulates predictions.

Uses of Evaluator in org.tribuo.multilabel

Methods in org.tribuo.multilabel that return Evaluator

Modifier and Type	Method and Description
Evaluator<MultiLabel,MultiLabelEvaluation>	MultiLabelFactory.getEvaluator()

Uses of Evaluator in org.tribuo.multilabel.evaluation

Classes in org.tribuo.multilabel.evaluation that implement Evaluator

Modifier and Type	Class and Description
class	MultiLabelEvaluator An Evaluator for MultiLabel problems.

Uses of Evaluator in org.tribuo.regression

Methods in org.tribuo.regression that return Evaluator

Modifier and Type	Method and Description
Evaluator<Regressor,RegressionEvaluation>	RegressionFactory.getEvaluator()

Uses of Evaluator in org.tribuo.regression.evaluation

Classes in org.tribuo.regression.evaluation that implement Evaluator

Modifier and Type	Class and Description
class	RegressionEvaluator A Evaluator for multi-dimensional regression using Regressors.