tl_fit_nn: Fit a neural network model

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

Fit a neural network model

Description

Fit a neural network model

Usage

tl_fit_nn(
  data,
  formula,
  is_classification = FALSE,
  size = 5,
  decay = 0,
  maxit = 100,
  trace = FALSE,
  ...
)

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
size	Number of units in the hidden layer (default: 5)
decay	Weight decay parameter (default: 0)
maxit	Maximum number of iterations (default: 100)
trace	Logical; whether to print progress (default: FALSE)
...	Additional arguments to pass to nnet()

Value

A fitted neural network model

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