Man pages for aaronjfisher/mcr
Computes model class reliance, i.e., the most and least that models from a class may rely on variables of interest
| CV_kernel | Cross validate a kernel-least-squares, or kernel-regression... |
| CV_mod | General function for cross-validation |
| fit_lm_regularized | Can be used to fit either kernel models or regularized linear... |
| get_e0_lm | Get standard ("original") mean-squared-error for linear or... |
| get_full_sample | Helper function for loop invariant calculations in binary... |
| getMCR_internal | Calculate MCR- or MCR+ |
| get_suff_stats_kernel | Get loop-invariant quantities for empirical MCR binary search... |
| hinge_set | Calculate the hinge loss |
| kernel_regression_prediction | Get prediction from a (Nadaraya–Watson) kernel regression... |
| mcr_set | Compute MR & MCR |
| norm_RKHS | Get function norm for regression models in a RKHS |
| optimize_hinge_general | Optimize a linear classifier with possibly negative... |
| plot_empirical_MCR_searchpath | Plot all models found during MCR binary search, and the... |
