Correlation-Based and Model-Based Predictor Pruning
| Package name | Version | Title | Date | Size | License | |
|---|---|---|---|---|---|---|
| corrselect | 3.0.2 | Correlation-Based and Model-Based Predictor Pruning | Sat Nov 29 2025 | 2358.31kB | MIT + file LICENSE | |
| corrselect | 2.0.1 | Correlation-Based Variable Subset Selection | Mon Sep 08 2025 | 51.31kB | MIT + file LICENSE |
Provides functions for predictor pruning using association-based and model-based approaches. Includes corrPrune() for fast correlation-based pruning, modelPrune() for VIF-based regression pruning, and exact graph-theoretic algorithms (Eppstein–Löffler–Strash, Bron–Kerbosch) for exhaustive subset enumeration. Supports linear models, GLMs, and mixed models ('lme4', 'glmmTMB').