Clustering.md

什么是聚类

![[Pasted image 20240531131521.png]]

好的聚类

![[Pasted image 20240531131536.png]]

聚类的类型

![[Pasted image 20240531131605.png]] ![[Pasted image 20240531131615.png]]

应用

![[Pasted image 20240531131631.png]]

数据

![[Pasted image 20240531131723.png]]

相似度度量

![[Pasted image 20240531132525.png]] ![[Pasted image 20240531132536.png]] ![[Pasted image 20240531132544.png]] ![[Pasted image 20240531132552.png]]

非层次聚类

[[K-means Clustering]]

[[K-medoids Clustering]]

[[Clustering LARge Applications]]

层次聚类

[[Agglomerative Hierarchical Clustering]] [[Divisive Hierarchical Clustering]]

比较

![[Pasted image 20240531182102.png]]

层次聚类的相关讨论

![[Pasted image 20240531182151.png]]