Suggestions

Hi Ritika
Awesome page! It was really a fun(especially the almost fake ok cupid account :P) and interesting read. I think you have done a wonderful job and I did not have any problem reading and understanding the page. Just a few suggestions:

• In the Hypothesis section it would be better if you add the link( http://www.wired.com/2014/01/how-to-hack-okcupid/) to some word instead of keeping it as a text.
• In the training section you have mentioned- four most popular attributes (q34113, q85419, q416235, q20062). It is a bit confusing here. You have explained them later on in the Cluster Visualization section
• You might consider adding some explanation to some of the figures - Preprocessing the data, Setting K-means clustering parameters. People who are not familiar with Weka might get confused.
• I think the result section needs a bit of formatting. Maybe add some things in bold and the formulas(true match percentage, reasonable margin of error) in the algorithm format. These are trivial things and just suggestions from my end.

Thanks a lot for your suggestions Samprity. I'm glad you enjoyed going through my page.
I shall make the suggested changes and get back to you.
Thanks, Ritika

Hi Samprity,
I have made the suggested changes in my page. Thanks so much for your feedback! Let me know if there is anything else that needs modification.
Thanks,
Ritika