Package org.tribuo.evaluation

package org.tribuo.evaluation

Evaluation base classes, along with code for train/test splits and cross validation.

Related Packages

Package	Description
org.tribuo	Provides the core interfaces and classes for using Tribuo.
org.tribuo.evaluation.metrics	This package contains the infrastructure classes for building evaluation metrics.

Class	Description
AbstractEvaluator<T extends Output<T>,C extends MetricContext<T>,E extends Evaluation<T>,M extends EvaluationMetric<T,C>>	Base class for evaluators.
CrossValidation<T extends Output<T>,E extends Evaluation<T>>	A class that does k-fold cross-validation.
DescriptiveStats	Descriptive statistics calculated across a list of doubles.
Evaluation<T extends Output<T>>	An immutable evaluation of a specific model and dataset.
EvaluationAggregator	Aggregates metrics from a list of evaluations, or a list of models and datasets.
EvaluationRenderer<T extends Output<T>,E extends Evaluation<T>>	Renders an Evaluation into a String.
Evaluator<T extends Output<T>,E extends Evaluation<T>>	An evaluation factory which produces immutable Evaluations of a given Dataset using the given Model.
KFoldSplitter<T extends Output<T>>	A k-fold splitter to be used in cross-validation.
KFoldSplitter.TrainTestFold<T extends Output<T>>	Stores a train/test split for a dataset.
OnlineEvaluator<T extends Output<T>,E extends Evaluation<T>>	An evaluator which aggregates predictions and produces Evaluations covering all the Predictions it has seen or created.
TrainTestSplitter<T extends Output<T>>	Splits data into training and testing sets.
TrainTestSplitter.SplitDataSourceProvenance	Provenance for a split data source.