tl_tune_nn: Tune a neural network model

In tidylearn: A Unified Tidy Interface to R's Machine Learning Ecosystem

Tune a neural network model

Description

Tune a neural network model

Usage

tl_tune_nn(
  data,
  formula,
  is_classification = FALSE,
  sizes = c(1, 2, 5, 10),
  decays = c(0, 0.001, 0.01, 0.1),
  folds = 5,
  ...
)

Arguments

data	A data frame containing the training data
formula	A formula specifying the model
is_classification	Logical indicating if this is a classification problem
sizes	Vector of hidden layer sizes to try
decays	Vector of weight decay parameters to try
folds	Number of cross-validation folds (default: 5)
...	Additional arguments to pass to nnet()

Value

A list with the best model and tuning results

tidylearn documentation built on Feb. 6, 2026, 5:07 p.m.