plot_integrated_results: Visualize Integrated Modeling Results

In E2E: Ensemble Learning Framework for Diagnostic and Prognostic Modeling

Visualize Integrated Modeling Results

Description

Creates a heatmap visualization with performance metrics across models and datasets, including category annotations and summary bar plots.

Usage

plot_integrated_results(results_obj, metric_name = "AUROC", output_file = NULL)

Arguments

results_obj	Output from int_dia, int_imbalance, or int_pro.
metric_name	Character string for metric used (e.g., "AUROC", "C-index").
output_file	Optional file path to save plot. If NULL, plot is displayed.

Value

A ggplot object (invisibly).

Examples

## Not run: 
results <- int_dia(train_dia, test_dia)
plot_integrated_results(results, "AUROC")

## End(Not run)

E2E documentation built on March 22, 2026, 1:07 a.m.