Code used for the Kaggle competion: "Porto Seguro's Safe Driver Prediction" - a classification problem. Details can be found in the readme file

A binary classification task performed with machine learning in Python. The dataset's target distribution is heavily imbalanced. The model performance was evaluated with F1 scores.

ranger with random under sampling

Предсказание оттока клиентов из банка

This checks out data provided by the Kepler space telescope to study exoplanets.