https://s-ai-unix.github.io/tags/%E9%9A%8F%E6%9C%BA%E6%A3%AE%E6%9E%97/Recent content in 随机森林 on s-ai-unix's BlogHugo -- 0.161.1zh-cnThu, 29 Jan 2026 08:11:01 +0800https://s-ai-unix.github.io/posts/2026-01-29-decision-trees-and-beyond-from-id3-to-modern-gradient-boosting/Thu, 29 Jan 2026 08:11:01 +0800https://s-ai-unix.github.io/posts/2026-01-29-decision-trees-and-beyond-from-id3-to-modern-gradient-boosting/系统综述决策树算法及其衍生方法：从经典ID3、C4.5、CART到现代随机森林、XGBoost、LightGBM，深入浅出揭示树模型的数学原理与应用实践