Approaching a Kaggle competition (binary classification). Top 10% solution (at 2023-08-25).
Predict which passengers are transported to an alternate dimension.
Notebook: https://github.com/NickVasenkov/Spaceship/blob/main/Spaceship.ipynb
This is an example of data preprocessing, exploratory analysis, feature selection, statistical testing, hyperparameters tuning and model ensembling methods.
The competition webpage: https://www.kaggle.com/competitions/spaceship-titanic/submissions#