XGBoost.md

XGBoost

Brief Description

Quick View

Category	Usage	Methematics	Application Field
Supervised Learning	Boosting

Links

• XGBoost Official Website
• XGBoost Documentation
  • XBBoost Parameters
  • Plotting API
• XGBoost Github - Distributed Gradient Boosting (GBDT, GBRT or GBM) Library
• Wiki - XGBoost
• Complete Guide to Parameter Tuning in XGBoost (with codes in Python)

Feature Engineering

Feature Importance

• Feature Importance and Feature Selection With XGBoost in Python
• xgboost.Booster.get_fscore(), xgboost.Booster.get_score()

Sample Baseline

• Simple XGBoost Baseline
• JianShu - XGBoost baseline