new_tof_model: Constructor for a tof_model.

In keyes-timothy/tidytof: Analyze High-dimensional Cytometry Data Using Tidy Data Principles

Constructor for a tof_model.

Description

Constructor for a tof_model.

Usage

new_tof_model(
  model,
  recipe,
  penalty,
  mixture,
  model_type = c("linear", "two-class", "multiclass", "survival"),
  outcome_colnames,
  training_data
)

Arguments

model	A glmnet model.
recipe	A prepped recipe object.
penalty	A double indicating which lambda value should be used within the glmnet path.
mixture	A double indicating which alpha value was used to fit the glmnet model.
model_type	A string indicating which type of glmnet model is being fit.
outcome_colnames	TO DO
training_data	TO DO

Value

A 'tof_model', an S3 class that includes a trained glmnet model and the recipe used to perform its associated preprocessing.

keyes-timothy/tidytof documentation built on March 31, 2024, 12:01 p.m.