This web application predicts Detroit blight compliance status - Low, Moderate, or High - based on four features fine, discount, judgment amount, and late fee. Low compliance indicates that probability of collecting the fine low while high compliance indicates that probability of collecting the fine is high.
Development of the machine learning model is here https://mwickram.github.io/Detroit-Blight-Ticket-Compliance/blight-model.html