Can ML Detect Whipsaws?
I spent a couple of weeks training an XGBoost model to predict trade whipsaws, achieving excellent results on an 80/20 train/test split. However, when I tested the model on walk-forward data, it failed spectacularly: 92% performance drop from training to live testing. The model was memorising noise, not