tl_transfer_learning: Transfer Learning Workflow

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

Transfer Learning Workflow

Description

Use unsupervised pre-training (e.g., autoencoder features) before supervised learning

Usage

tl_transfer_learning(
  data,
  formula,
  pretrain_method = "pca",
  supervised_method = "logistic",
  ...
)

Arguments

data	Training data
formula	Model formula
pretrain_method	Pre-training method: "pca", "autoencoder"
supervised_method	Supervised learning method
...	Additional arguments

Value

A transfer learning model

Examples

model <- tl_transfer_learning(iris, Species ~ ., pretrain_method = "pca")

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