Local Interpretable Model-Agnostic Explanations

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Documentation for package ‘lime’ version 0.5.3

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Code demos. Use demo() to run them.
• Package NEWS.

Help Pages

lime-package	lime: Local Interpretable Model-Agnostic Explanations
as_classifier	Indicate model type to lime
as_regressor	Indicate model type to lime
default_tokenize	Default function to tokenize
explain	Explain model predictions
explain.character	Explain model predictions
explain.data.frame	Explain model predictions
explain.imagefile	Explain model predictions
interactive_text_explanations	Interactive explanations
lime	Create a model explanation function based on training data
lime.character	Create a model explanation function based on training data
lime.data.frame	Create a model explanation function based on training data
lime.imagefile	Create a model explanation function based on training data
model_support	Methods for extending limes model support
model_type	Methods for extending limes model support
plot_explanations	Plot a condensed overview of all explanations
plot_features	Plot the features in an explanation
plot_image_explanation	Display image explanations as superpixel areas
plot_superpixels	Test super pixel segmentation
plot_text_explanations	Plot text explanations
predict_model	Methods for extending limes model support
render_text_explanations	Interactive explanations
stop_words_sentences	Stop words list
test_sentences	Sentence corpus - test part
text_explanations_output	Interactive explanations
train_sentences	Sentence corpus - train part
_PACKAGE	lime: Local Interpretable Model-Agnostic Explanations