/Data_Mining

The homework of data mining

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Data_Mining

The homework of data mining

HomeWork1: 数据探索性分析与数据预处理

数据集1：NFL Play-by-Play 2009-2017

数据集2: San Francisco Building Permits

下载数据：https://pan.baidu.com/s/1rayD18hDMD8elzcE9GYs1g

HomeWork2: 关联规则挖掘

数据集：San Francisco Building Permits

HomeWork3: 分类与聚类

数据集：https://www.kaggle.com/c/titanic/data

分类算法：SVM, AdaBoost

聚类算法：Kmeans, Spectral Clustering