/trees

Tree-based Model [Random Forest and Gradient Boosting]

Primary LanguageJupyter NotebookMIT LicenseMIT

Tree-based Model [Random Forest and Gradient Boosting]

  • Intro to Ensemble Models, Bagging and Boosting
  • Random Forest Classifier
  • Gradient Boosting Classifier
  • Hyper parameter Optimisation (Tuning Model Parameters)
  • Model Evaluation (ROC, OOB, Confusion matrix etc.)