Uses of Interface
org.tribuo.regression.evaluation.RegressionEvaluation
Packages that use RegressionEvaluation
Package
Description
Provides an implementation of LIME (Locally Interpretable Model Explanations).
Provides classes and infrastructure for regression problems with single or multiple output dimensions.
Evaluation classes for single or multi-dimensional regression.
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Uses of RegressionEvaluation in org.tribuo.classification.explanations.lime
Methods in org.tribuo.classification.explanations.lime that return RegressionEvaluationModifier and TypeMethodDescriptionLIMEExplanation.getEvaluation()
Gets the evaluator which scores how close the sparse model's predictions are to the complex model's predictions.Constructors in org.tribuo.classification.explanations.lime with parameters of type RegressionEvaluationModifierConstructorDescriptionLIMEExplanation
(SparseModel<Regressor> model, Prediction<Label> prediction, RegressionEvaluation evaluation) Constructs a LIME explanation. -
Uses of RegressionEvaluation in org.tribuo.regression
Methods in org.tribuo.regression that return types with arguments of type RegressionEvaluation -
Uses of RegressionEvaluation in org.tribuo.regression.evaluation
Methods in org.tribuo.regression.evaluation that return RegressionEvaluationModifier and TypeMethodDescriptionprotected RegressionEvaluation
RegressionEvaluator.createEvaluation
(org.tribuo.regression.evaluation.RegressionMetric.Context context, Map<MetricID<Regressor>, Double> results, EvaluationProvenance provenance)