A Smaller Version of LIME
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Documentation for package ‘kumquat’ version 1.1.0
Help Pages
| d_multi | Complex Boundary Example Dataset |
| d_multitwo | Combined Boundary Example Dataset |
| d_oblique | Oblique Boundary Example Dataset |
| d_vertical | Vertical Boundary Example Dataset |
| fit_local_model | Fit Local Linear Model and Compute Feature Importance |
| generate_perturbations | Generate Perturbations Around a Point of Interest |
| kumquat | Complete Local Interpretation Pipeline |
| pinch_importance | Extract and Combine Feature Importances from Kumquat Objects |
| plot_interest | Plot point of interest with perturbations and predictions |