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classbound: Visualization for Classification Decision Boundaries
Exploring, visualizing, and comparing classification decision boundaries. Provides a unified interface for fitting classifiers and rendering 2D decision boundary plots, with support for 2D slice visualization (fixing non-plotted dimensions at reference values) and projection-based visualization for high-dimensional data (including Principal Component Analysis (PCA) and tour projections from the 'tourr' package). Supports native 'R' classifiers, 'tidymodels' workflows, and custom user-supplied models via a flexible adapter system. Includes an interactive 'Shiny' application ('explorapp') for visual exploration, data simulation, drawing, model comparison, probability surfaces, and reproducible exports.
Getting started
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Package details |
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| Author | Vaibhav Manihar [aut, cre], Natalia da Silva [aut] (ORCID: <https://orcid.org/0000-0002-6031-7451>), Ignacio Alvarez-Castro [aut] (ORCID: <https://orcid.org/0000-0003-1633-2432>) |
| Maintainer | Vaibhav Manihar <vaibhav.manihar@gmail.com> |
| License | GPL (>= 2) |
| Version | 1.0.0 |
| URL | https://github.com/natydasilva/classbound https://natydasilva.github.io/classbound/ |
| Package repository | View on CRAN |
| Installation |
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