Documentation + code for Kaggle: Don't Overfit! II competition

This competition served as a great way for me to practice feature selection and learning more about model interpretability.

Things implemented:

Things learned:

Conclusion:

Files:

Interesting links: https://www.kaggle.com/cdeotte/can-we-trust-cv-and-lb https://www.kaggle.com/c/dont-overfit-ii/discussion/91766#latest-529029 https://stats.stackexchange.com/questions/364584/why-does-using-pseudo-labeling-non-trivially-affect-the-results https://stats.stackexchange.com/questions/51416/k-fold-vs-monte-carlo-cross-validation