/Fuzzy-C-Means

This project involves implementing a fuzzy c-means algorithm, which is like the k-means algorithm for clustering.

Primary LanguageJupyter Notebook

Fuzzy-C-Means

This project involves implementing a fuzzy c-means algorithm, which is like the k-means algorithm for clustering.
This is implemented by using fuzzy values and rules. Each iteration updates the leaders of each cluster, and the membership value of the data is calculated for each of these leaders.

The following are some of the results:

Crisp plot of clusters of dataset no.1

photo-2021-10-08-20-47-07.jpg

Fuzzy plot of clusters of dataset no.3

photo-2021-10-08-20-47-30.jpg