Local Interpretable Model-Agnostic Explanations


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Documentation for package ‘lime’ version 0.3.0

Help Pages

default_tokenize Default function to tokenize
explain Explain model predictions
explain.character Explain model predictions
explain.data.frame 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
model_support Methods for extending limes model support
model_type Methods for extending limes model support
plot_features Plot the features in an explanation
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