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	Provides classes and infrastructure for multiclass classification problems.
org.tribuo.classification.explanations.lime	Provides an implementation of LIME (Locally Interpretable Model Explanations).

Interfaces

Class	Description
ColumnarExplainer<T extends Output<T>>	An explainer for data using Tribuo's columnar data package.
Explanation<T extends 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 Output<T>>	An explainer for tabular data.
TextExplainer<T extends Output<T>>	An explainer for text data.