1. Random Forest

1.1 Random Forest Regression

  • A Comprehensive Guide to Random Forest Regression (medium)
  • A Comprehensive Guide to Hyperparameter Tuning (medium)
  • 基于Python的随机森林（RF）回归与模型超参数自动搜索优化方法 (@疯狂学习GIS)

1.2 Random Forest Classification

2. Support Vector Machine

  • 支持向量机SVM算法详解 (@阿泽)