Package | Description |
---|---|
org.tribuo.classification.explanations.lime |
Provides an implementation of LIME (Locally Interpretable Model Explanations).
|
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.
|
Modifier and Type | Method and Description |
---|---|
RegressionEvaluation |
LIMEExplanation.getEvaluation()
Gets the evaluator which scores how close the sparse model's
predictions are to the complex model's predictions.
|
Constructor and Description |
---|
LIMEExplanation(SparseModel<Regressor> model,
Prediction<Label> prediction,
RegressionEvaluation evaluation) |
Modifier and Type | Method and Description |
---|---|
Evaluator<Regressor,RegressionEvaluation> |
RegressionFactory.getEvaluator() |
Modifier and Type | Method and Description |
---|---|
protected RegressionEvaluation |
RegressionEvaluator.createEvaluation(org.tribuo.regression.evaluation.RegressionMetric.Context context,
Map<MetricID<Regressor>,Double> results,
EvaluationProvenance provenance) |
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