README.md

经典机器学习

1. 什么是判别模型(Discriminative Model)和生成模型(Generative Model)
2. An Introduction to Statistical Learning
3. Foundations of Machine Learning,Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar, Aug 2012

分类

• knn_classification.ipynb:Iris,knn,split data

回归

• regression.ipynb:LinearRegression,MSE,RMSE,R2,Lasso,RidgeRegression,ElasticNet,KFold

关联规则

• apriori.ipynb:histogram,Apriori,最小支持度,项集(itemset),提升度lift