I was inspired by my love for playing chess. Sometimes I will just stay up during late nights to play lots of chess.com and get a high rank. I thought it would be cool to predict games and their winners with just the first move and few more features.
What it does
It uses four features (Rated, White Player Rating, Black Player Rating, and The Opening Move Name) to create semi accurate predictions of the outcome of the game.
How we built it
I built it using python and a variety of packages (pandas, numpy, sklearn, etc.)
Challenges we ran into
Lots of syntax issues as well as dealing with the different feature enginnering issues.
Accomplishments that we're proud of
We are proud that it is functioning properly and that the website came out well.
What we learned
I learned a whole lot about a stacked classifier and just general more machine learning. I also learned how to do flask.
What's next for Chess EDA and Popularity Prediction Website
I might add more features as time comes.