InterpretModels: Interprets the feature importance of each model

In bimberlabinternal/RIRA_classification: A package for the Rhesus Immune Reference Atlas (RIRA): A multi-tissue single-cell landscape of immune cells

Interprets the feature importance of each model

Description

Interprets the feature importance of each model using DALEX and feature importance permuation

Usage

InterpretModels(output_dir = "./classifiers", plot_type = "ratio")

Arguments

output_dir	The output directory that TrainAllModels saved training data and models into
plot_type	Argument to pass to model_parts(). Ratio or difference is recommended for large feature sets where the base model's AUC loss will be outside the plotting range.

bimberlabinternal/RIRA_classification documentation built on April 14, 2025, 5:59 p.m.