K Means Clustering using Python
Works only with Python 3.0 or greater
Please paste a copy of the data file (College_Data) in your documents or where you wish to and specify the directory in line 14
To save the plots, create a new folder and use the os module to change the working directory. Lines 2-5
Libraries Required: NumPy, Pandas, SciKit Learn (sklearn), os, Seaborn and Matplotlib
THE Metrics may vary beacause the algorithm does not recognize the labels correctly sometimes
The confusion matrix may get inverted sometimes. It is the trade off for using metrics on an Unsupervised Algorithm which is not possible in a real world scenario.