In this competition, I worked with an anonymized dataset to build a binary classification model that predicts whether a user will consent to data sharing based on historical behavioral and CRM features (including device information).
I used sklearn for hyperparameter tuning to generate a prediction between 0 and 1 whether a person would consent to data collection (1) or not (0). Evaluated on a log loss scale. Current best score = 0.55855.