# Public Board 1101.47642 to Private Board 1115.56307 I had to confess that I was shocked. In fact, my best XGB is a bit better than the solution of Alexey, who's 2nd in this competition, and my NN is a bit worse. Below are the comparisons: My solution: Best XGB - 1124.82374149 CV, 1103.76376 Public LB, 1115.89595 Private LB Best NN -1127.59973367 CV, 1112.55274 Public LB, 1122.06610 Private LB Alexey's: Best XGB - 1122.64977 CV, 1105.01969 Public LB, 1116.74215 Private LB Best NN - 1130.29286 CV, 1111.90884 Public LB, 1122.06610 Private LB I did have 10+ XGBoost, 10+ LightGBM and approx. 20+ NN blended with out of fold predictions (10 folds). No idea what happened. Can anyone shed some light into this? Much appreciated. BTW, for L2, I was using Ridge. Could this be the issue?