tidylearn (version 0.1.0)

tl_transfer_learning: 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",
  ...
)

Value

A transfer learning model

Arguments

data

Training data

formula

Model formula

pretrain_method

Pre-training method: "pca", "autoencoder"

supervised_method

Supervised learning method

...

Additional arguments

Examples

# \donttest{
model <- tl_transfer_learning(iris, Species ~ ., pretrain_method = "pca")
# }