The Classbound Journal
Google Summer of Code 2026: Documenting the development of the classbound R package. A unified interface for visualizing decision boundaries of classification models.
Project Overview
The classbound package aims to provide R users with a simple, unified interface for computing, visualizing, and exploring decision boundaries across a wide variety of classification models (e.g., Random Forests, Projection Pursuit Trees, CART, etc.).
Currently, generating these boundaries requires deep knowledge of each individual modeling package's API. This project standardizes that workflow via an S3-based adapter architecture, making boundary visualization as simple as plot_boundary(fit_model(data, method)).