Man pages for live
Local Interpretable (Model-Agnostic) Visual Explanations
| 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... |
| live | live: visualizing interpretable models to explain black box... |
| live_shiny | Function that starts a Shiny app which helps use LIVE. |
| local_approximation | Fit local model around the observation: shortcut for DALEX... |
| 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. |
