Summary Table of a Tuned Object

This function produces a summary table of an object of class Tuned.

Usage

summary_table.Tuned(object)

Arguments

object

an object of class Tuned

Value

A data frame with the following elements:

tuning

character string, the tuning strategy

screening

character string, the screening strategy

screened

integer, the number of screened features

learning

character string, the learning method

nfeatures

integer, the number of features

configuration

string, the configuration, i.e. the fixed hyperparameters of the model

See also

summary_table.Renoir, summary_table.Evaluated, summary_table.EvaluatedList, summary_table.Tested summary_table.TestedList, summary_table.Screened summary_table.Trained

Author

Alessandro Barberis