Uses of Interface
org.tribuo.regression.evaluation.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
Modifier and TypeMethodDescriptionLIMEExplanation.getEvaluation()
Gets the evaluator which scores how close the sparse model's predictions are to the complex model's predictions.ModifierConstructorDescriptionLIMEExplanation
(SparseModel<Regressor> model, Prediction<Label> prediction, RegressionEvaluation evaluation) Constructs a LIME explanation. -
Uses of RegressionEvaluation in org.tribuo.regression
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Uses of RegressionEvaluation in org.tribuo.regression.evaluation
Modifier and TypeMethodDescriptionprotected RegressionEvaluation
RegressionEvaluator.createEvaluation
(org.tribuo.regression.evaluation.RegressionMetric.Context context, Map<MetricID<Regressor>, Double> results, EvaluationProvenance provenance)