Package org.tribuo.classification.explanations

package org.tribuo.classification.explanations

Provides core infrastructure for local model based explanations.

Related Packages

Package	Description
org.tribuo.classification.explanations.lime	Provides an implementation of LIME (Locally Interpretable Model Explanations).

Interfaces

Class	Description
ColumnarExplainer<T extends org.tribuo.Output<T>>	An explainer for data using Tribuo's columnar data package.
Explanation<T extends org.tribuo.Output<T>>	An explanation knows what features are used, what the explaining Model is and what the original Model's prediction is.
TabularExplainer<T extends org.tribuo.Output<T>>	An explainer for tabular data.
TextExplainer<T extends org.tribuo.Output<T>>	An explainer for text data.