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gaussian_kernel()
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LIME kernel from the original article with sigma = 1. |
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identity_kernel()
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LIME kernel that treats all observations as equally similar to the observation of interest. |
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individual_surrogate_model()
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LIME-like explanations based on Ceteris Paribus curves |
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localModel
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localModel: LIME-like explanations with interpretable features based on Ceteris Paribus profiles |
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plot(<local_surrogate_explainer>)
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Generic plot function for local surrogate explainers |
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plot_interpretable_feature()
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Plot Ceteris Paribus Profile and discretization |
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print(<local_surrogate_explainer>)
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Generic print function for local surrogate explainers |