Man pages for mstaniak/localExplanations
LIME-Based Explanations with Interpretable Inputs Based on Ceteris Paribus Profiles

gaussian_kernelLIME kernel from the original article with sigma = 1.
identity_kernelLIME kernel that treats all observations as equally similar...
individual_surrogate_modelLIME-like explanations based on Ceteris Paribus curves
localModellocalModel: LIME-like explanations with interpretable...
plot_interpretable_featurePlot Ceteris Paribus Profile and discretization
plot.local_surrogate_explainerGeneric plot function for local surrogate explainers
print.local_surrogate_explainerGeneric print function for local surrogate explainers
mstaniak/localExplanations documentation built on Sept. 24, 2021, 6:21 p.m.