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 |