Advanced cross-validation tips for time series

The blue line, suddenly dropping to zero at t 80, is our modified target. The green line plots our predictions for that modified target, and its diverging from the red line (plotting our predictions for the original target) after t 80 reveals that we are suffering from feature leakage (without feature leakage, the green and red line would have diverged after t 94).