zhaoxingfeng/RandomForest

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259
Rank 156,755 (Top 4 %)
Language
Python
Created over 7 years ago
Updated over 1 year ago

zhaoxingfeng/RandomForest

zhaoxingfeng

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随机森林，Random Forest（RF）

RandomForest

随机森林，Random Forest（RF），分类和回归

PCA

主成分分析，Principal Component Analysis(PCA)

SVM

支持向量机，Support Vector Machine(SVM)，多类分类

Genetic-Algorithm

遗传算法，Genetic Algorithm(GA)

ALO

蚁狮优化算法，Ant Lion Optimizer(ALO)

WOE

Weight of Evidence，基于iv值最大思想求最优分箱

XGBoost

Extreme Gradient Boosting（binary classification)

KMeans

K-均值聚类算法，kMeans

GBDT

Gradient Boosting Decision Tree（binary classification)

LDA

线性判别分析，Linear Discriminant Analysis（LDA），二类分类和降维

XGBoost-cpp

Simple C++ interface for XGBoost（binary classification)