Mad Turtle EA v6.5 MT5 is an Expert Advisor (EA) fully powered by Machine Learning, developed from a model accidentally discovered during experiments with temporal feature clustering. Thanks to a non-traditional training approach, this EA demonstrates exceptional robustness on independent validation data — avoiding the “fake overfitting” trap. Operating on the H1 timeframe, Mad Turtle does not rely on ultra-short scalping or time-limited strategies. Instead, it runs 24/7, focusing on safe capital management and probability-based market decision-making.