tune: Tune hyperparameter

In cito: Building and Training Neural Networks

Tune hyperparameter

Description

Control hyperparameter tuning

Usage

tune(
  lower = NULL,
  upper = NULL,
  fixed = NULL,
  additional = NULL,
  values = NULL
)

Arguments

lower	numeric, numeric vector, character, lower boundaries of tuning space
upper	numeric, numeric vector, character, upper boundaries of tuning space
fixed	character, used for multi-dimensional hyperparameters such as hidden, which dimensions should be fixed
additional	numeric, additional control parameter which sets the value of the fixed argument
values	custom values from which hyperparameters are sampled, must be a matrix for hidden layers (first column == nodes, second column == number of layers)

cito documentation built on May 29, 2024, 1:28 a.m.