preProcessResample: Pre-process and Resample Dataset

In immunaut: Machine Learning Immunogenicity and Vaccine Response Analysis

Pre-process and Resample Dataset

Description

This function applies pre-processing transformations to the dataset, then resamples it.

Usage

preProcessResample(
  datasetData,
  preProcess,
  selectedOutcomeColumns,
  outcome_and_classes,
  settings
)

Arguments

datasetData	Dataframe to be pre-processed
preProcess	Vector of pre-processing methods to apply
selectedOutcomeColumns	Character vector of outcome columns
outcome_and_classes	List of outcomes and their classes
settings	A named list containing settings for the analysis. If NULL, defaults will be used. The settings list may contain: - seed: An integer seed value for reproducibility.

Value

A list containing the pre-processing mapping and the processed dataset

immunaut documentation built on April 12, 2025, 1:22 a.m.