pythont xgboost 速度快效果好的boosting模型 文档

XGBoostXGBoost

eXtreme Gradient Boosting

Tong He

Overview

Introduction

Basic Walkthrough

Real World Application

Model Specification

Parameter Introduction

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Introduction

Nowadays we have plenty of machine learning models. Those most well-knowns are

Support Vector Machines

Tree-based Model

Neural Networks

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Decision Tree

Random Forest

Gradient Boosting Machine

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Introduction

XGBoost is short for eXtreme Gradient Boosting. It is

A variant of the gradient boosting machine

The winning model for several kaggle competitions

R/python/Julia interface provided

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Tree-based model-

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