Get the Summary of a TestedList Object

This function produces a summary of an object of class TestedList.

Usage

summary_table.TestedList(object, best)

object: object of class Tested
best: character string, the model selection rule to consider ("best" or "1se")

A data.frame with the following elements

set: name of the set
measure: name of the considered performance metric
score: performance metrics
mean_score: mean performance metric
standard_error: standard error of the mean performance metric
upper_ci: upper bound of confidence interval
lower_ci: lower bound of confidence interval
best_model: logical indicating which is the best model
imodel: index of the model
selection_rule: character string indicating the adopted model selection rule

Alessandro Barberis