Adaptive k-means

Assignment for the "Machine Learning" course of the Department of Control Science and Engineering, Tongji University.

Data Set

This assignment requires to use watermelon data set 4.0 in Machine Learning written by Zhou Zhihua.

Index

The indexes the adaptive algorithm uses to choose a proper clustering number are Calinski-Harabasz Index and Silhouette Coefficient.