reName_cv {sMTL}

reName_cv: rename output from CV. For internal package use only.

Description

reName_cv: rename output from CV. For internal package use only.

Usage

reName_cv(x)

Arguments

x

A list (S3 class) supplied from internal sMTL functions

Value

A list (S3 class) with elements renamed.

best

A list (S3 class) with hyperparameters that achieve lowest average RMSE.

best.1se

A list (S3 class) with hyperparameters associated with lowest sparsity level within 1 standard deviation of hyperparameters that achieve lowest average RMSE.

lambda_1

Numeric hyperparameter for L2 (ridge penalty).

lambda_2

Numeric hyperparameter for betabar penalty.

rho

Integer specifying sparsity level (s).