Calculate several cluster validation (internal) metrics using 'ClustersFeatures' module in Python
In this video, I calculated several internal cluster validation metrics using 'ClustersFeatures' module in Python programming language.
GitHub address: https://github.com/randomaccess2023/M...
Description:
00:39 --- Import required libraries
02:13 --- Create dataset
03:20 --- Perform K-means considering 2 clusters
06:21 --- Perform K-means considering 3 clusters
07:44 --- Calculate Ball-Hall index
10:09 --- Calculate Banfeld-Raftery index
11:34 --- Calculate Ray-Turi index
13:20 --- Calculate Xie-Beni index
14:21 --- Calculate C index
15:18 --- Calculate Mclain-Rao index
17:24 --- Calcuate Wemmert-Gancarski index
18:37 --- Calculate PBM index
#data_science #jupyter_notebook #python #internal_cluster_validation #sklearn #ClustersFeatures_module #pandas