K$-$means clustering Assignment

Database: iris

Note: the database has a class field that you can use it for accuracy and cluster names only

Your program should do the following:

$1.$ Read the training data.

$2.$ Apply the k$-$means clustering algorithm to find clusters

$3.$ Specify the best value for K based on performace for each value

notes:

we need the code with clear comments in python.