All Classes and 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.
LIMEBase merges the lime_base.py and lime_tabular.py implementations, and deals with simple matrices of numerical or categorical data.
Uses the columnar data processing infrastructure to mix text and tabular data.
An Explanation using LIME.
Uses a Tribuo TextFeatureExtractor to explain the prediction for a given piece of text.
A CLI for interacting with LIMEText.
Command line options.
TabularExplainer<T extends org.tribuo.Output<T>>
An explainer for tabular data.
TextExplainer<T extends org.tribuo.Output<T>>
An explainer for text data.