XGBoost
XGBoost is the grimoire that promises to extract truth from the sea of data, yet often finds itself trapped in the swamp of overfitting. Hailed for its speed, it nonetheless demands an eternal labyrinth of hyperparameter tuning. Behind its façade of omnipotence, it frequently delivers the cruel surprise of memory exhaustion to mock its users. Ultimately, everyone relies on its power while sighing "Another tuning session..." at the absurd spellbook it truly is.