ridge_linear_len100_t5: Outcomes of an example for tuning-free conformal prediction...

In ConformalSmallest: Efficient Tuning-Free Conformal Prediction

Description

A dataset containing the experiment results used in the vignettes.

Usage

ridge_linear_len100_t5

Format

A list with 6 elements: len.param_linear_fm_t5, len.naive_linear_fm_t5, len.vfcp_linear_fm_t5, len.star_linear_fm_t5, len.cv5_linear_fm_t5, len.efcp_linear_fm_t5

len.param

a matrix with widths for the prediction regions produced by the parametric method

len.naive

a matrix with widths for the prediction regions produced by naive linear regression method

len.vfcp

na matrix with widths for the prediction regions produced by VFCP

len.star

a matrix with widths for the prediction regions produced by cross validation with the errors

len.cv5

a matrix with widths for the prediction regions produced by cross-validation with 5 splits

len.efcp

a matrix with widths 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")

ConformalSmallest documentation built on Aug. 9, 2021, 5:07 p.m.