Package | Description |
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org.tribuo.classification.explanations |
Provides core infrastructure for local model based explanations.
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org.tribuo.classification.explanations.lime |
Provides an implementation of LIME (Locally Interpretable Model Explanations).
|
Class and Description |
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Explanation
An explanation knows what features are used, what the explaining Model is and what the original Model's prediction is.
|
Class and Description |
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ColumnarExplainer
An explainer for data using Tribuo's columnar data package.
|
Explanation
An explanation knows what features are used, what the explaining Model is and what the original Model's prediction is.
|
TabularExplainer
An explainer for tabular data.
|
TextExplainer
An explainer for text data.
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