资料前处理

栏位分割

Data mining with weka(Class by Prof.杜)
Data mining with weka(Class by Prof.杜)
Data mining with weka(Class by Prof.杜)
Data mining with weka(Class by Prof.杜)

资料离散化

位置

Data mining with weka(Class by Prof.杜)

参数

Data mining with weka(Class by Prof.杜)
Data mining with weka(Class by Prof.杜)
Data mining with weka(Class by Prof.杜)

后续

Data mining with weka(Class by Prof.杜)

数值属性转名目属性

位置

Data mining with weka(Class by Prof.杜)

描述

Data mining with weka(Class by Prof.杜)

重新取样

位置

Data mining with weka(Class by Prof.杜)

描述

Data mining with weka(Class by Prof.杜)

决策树

栏位选取

计算Gini(HW 6、7)

Data mining with weka(Class by Prof.杜)

计算Entropy(HW 8)

Data mining with weka(Class by Prof.杜)

CFS

Data mining with weka(Class by Prof.杜)

InfoGain

Data mining with weka(Class by Prof.杜)

后续

Data mining with weka(Class by Prof.杜)

建树(HW 4、5、9、11)

选栏位

Data mining with weka(Class by Prof.杜)

位置

Data mining with weka(Class by Prof.杜)

描述

Data mining with weka(Class by Prof.杜)

建树

Data mining with weka(Class by Prof.杜)

评估(HW 10)

Data mining with weka(Class by Prof.杜)
Data mining with weka(Class by Prof.杜)
Data mining with weka(Class by Prof.杜)

Association Rules(HW 12、13、4)

位置

Data mining with weka(Class by Prof.杜)

描述

Data mining with weka(Class by Prof.杜)

后续

Data mining with weka(Class by Prof.杜)

K-Means(HW 15、16、17)

计算

Data mining with weka(Class by Prof.杜)
Data mining with weka(Class by Prof.杜)
Data mining with weka(Class by Prof.杜)
Data mining with weka(Class by Prof.杜)
Data mining with weka(Class by Prof.杜)
Data mining with weka(Class by Prof.杜)

目录

Data mining with weka(Class by Prof.杜)

描述

Data mining with weka(Class by Prof.杜)

视觉化

Data mining with weka(Class by Prof.杜)

KNN(HW 18、19)

位置

Data mining with weka(Class by Prof.杜)

描述

Data mining with weka(Class by Prof.杜)

距离计算(Cosine Similarity)

Data mining with weka(Class by Prof.杜)
Data mining with weka(Class by Prof.杜)

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