add_predictions |
Add black box predictions to generated dataset |
euclidean_kernel |
LIME kernel equal to the inverse of euclidean distance. |
fit_explanation |
Fit white box model to the simulated data. |
gaussian_kernel |
LIME kernel from the original article with sigma = 1. |
identity_kernel |
LIME kernel that treats all observations as equally similar to observation of interest. |
live |
live: visualizing interpretable models to explain black box models. |
live_shiny |
Function that starts a Shiny app which helps use LIVE. |
local_approximation |
Fit local model around the observation: shortcut for DALEX explainer objects |
local_permutation_importance |
Local permutation variable importance |
plot.live_explainer |
Plotting white box models. |
plot.local_permutation_importance |
Plot local permutation importance |
print.live_explainer |
Generic print function for live explainer |
print.live_explorer |
Generic print function for class live_explorer |
print.local_permutation_importance |
Print method for local_permutation_importance class |
sample_locally |
Generate dataset for local exploration. |
wine |
Red wine characteristics and quality. |