/466_Project

Primary LanguageJava

466_Project

Hierarchical clustering

Running The Program:

HierearchicalCluster.java holds the main method for execution. Console output displays a visual representation of the tree with the purity at each level.

You can print more levels in the tree by changing the value of PRINTDEPTH.

##Data Set https://www.kaggle.com/datasets/harrywang/wine-dataset-for-clustering

##Other resources:

Purity and Entropy of a clustering in R:

https://search.r-project.org/CRAN/refmans/NMF/html/purity.html

Dendogram of a clustering in R + other stuff for Hierarchical Clustering:

https://uc-r.github.io/hc_clustering

Presentation:

https://docs.google.com/presentation/d/1jIi16HEWtuCwVifJ53FWDG0zfC8_glm1UvlFrWUpD1c/edit#slide=id.p

Report:

https://docs.google.com/document/d/1o9FsymEu5YdL3Fmbnh7Q2vK4JbLPwQ52anTecM-1LVs/edit?usp=sharing