Random Acts of Pizza

Random Acts of Pizza is a subreddit in which users petition for strangers to order pizza for them. We analyzed the text of their requests (some had things to offer in return, others were simple pleas for help) to predict whether or not the pizza would be awarded with an accuracy of 76%.

We performed feature engineering on the text and implemented neural network, random forest, logistic regression, K Nearest Neighbors, Naïve Bayes, and other classifiers.