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Best hyperparameter selection

Source: R/model_selection.R
model_selection.Rd

Best hyperparameter selection

Usage

model_selection(hyper_combinations, metrics)

Arguments

hyper_combinations

tibble or data.frame. with hyperparameter combinations and performance metrics

metrics

character. with the performance metrics to be considered

Value

A list containing:

  • optimal_combination: tibble with the optimal hyperparameter combination.

  • all_combinations: all the other combinations.