xgboost/demo

XGBoost Examples

This folder contains the all example codes using xgboost.

• Contribution of exampls, benchmarks is more than welcomed!
• If you like to share how you use xgboost to solve your problem, send a pull request:)

Features Walkthrough

This is a list of short codes introducing different functionalities of xgboost and its wrapper.

• Basic walkthrough of wrappers python R Julia

• Cutomize loss function, and evaluation metric python

• Boosting from existing prediction python

• Predicting using first n trees python

• Generalized Linear Model python

• Cross validation python

Basic Examples by Tasks

• Binary classification
• Multiclass classification
• Regression
• Learning to Rank

Benchmarks

• Starter script for Kaggle Higgs Boson