| pois_n400_reps100 {ConformalSmallest} | R Documentation |
Outcomes of an example for tuning-free conformalized quantile regression(CQR).
Description
A dataset containing the experiment results used in the vignettes.
Usage
pois_n400_reps100
Format
A list with 10 elements: x_test, n,nrep,width_mat, cov_mat,beta_mat, ntree_mat, cqr_method_mat, evaluations, alpha
- x_test
test points of x
- n
number of training samples
- nrep
number of replications
- width_mat
a data frame with the first column being the width of the prediction regions
- cov_mat
a data frame with the first column being the coverage of the prediction regions
- beta_mat
a data frame with the first column being the beta for CQR used in the final prediction
- ntree_mat
a data frame with the first column being the number of trees for CQR used in the final prediction
- ntree_mat
a data frame with the first column being the CQR method (among CQR, CQR-m, CQR-r)used in the final prediction
- alpha
desired miscoverage level
Source
For details please see the "Example-tuning_free_CQR" vignette:vignette("Example-tuning_free_CQR", package = "ConformalSmallest")