| ridge_linear_cov100_t5 {ConformalSmallest} | R Documentation |
Outcomes of an example for tuning-free conformal prediction with ridge regression.
Description
A dataset containing the experiment results used in the vignettes.
Usage
ridge_linear_cov100_t5
Format
A list with 7 elements: dim_linear_t5,cov.param_linear_fm_t5, cov.naive_linear_fm_t5, cov.vfcp_linear_fm_t5, cov.star_linear_fm_t5, cov.cv5_linear_fm_t5, cov.efcp_linear_fm_t5
- dim
dimensions used in the experiment
- cov.param
a matrix with coverages for the prediction regions produced by the parametric method
- cov.naive
a matrix with coverages for the prediction regions produced by naive linear regression method
- cov.vfcp
na matrix with coverages for the prediction regions produced by VFCP
- cov.star
a matrix with coverages for the prediction regions produced by cross validation with the errors
- cov.cv5
a matrix with coverages for the prediction regions produced by cross-validation with 5 splits
- cov.efcp
a matrix with coverages for the prediction regions produced by efcp
Source
For details please see the "Example-tuning_free_ridge_regression" vignette:vignette("Example-tuning_free_ridge_regression", package = "ConformalSmallest")