select_hyper.cla_tune {daltoolbox}R Documentation

selection of hyperparameters

Description

Selects the optimal hyperparameter by maximizing the average classification metric. It wraps dplyr library.

Usage

## S3 method for class 'cla_tune'
select_hyper(obj, hyperparameters)

Arguments

obj

an object representing the model or tuning process

hyperparameters

a dataframe with columns key (hyperparameter configuration) and metric (classification metric)

Value

returns a optimized key number of hyperparameters


[Package daltoolbox version 1.2.727 Index]