Machine Learning
Will my game be a hit?


We have created an app using machine learning which can tell if a game will be a hit (successful) or not based on price and metascore.

Github pages does not allow for apps so the working active page is deployed on Heroku - Link Here

The below is an example of what our site would look like if deployed in a real world site application.

To create this machine learning model we used logistic regression and scaled our data.
We created a testing and training set using hit or not as our pediciton value.
We found the most influential features were price and metascore so that is what we chose to use for our model.
These features also apply to all games and have a good correlation so are the best to use.

Is this a Hit?

Drag the slider to display the current value.

If you give this model a price and a metascore, it will predict if the game will be a hit (successful) or not.

Price: $

Metascore:

Once selections are made, our deployed app will output whether the game is a hit (successful) or not. See link above for working app.