| ML MODEL | Accuracy | RSE | R^2 | Time | Submit in Competition | Rank in Competition | Way |
|---|---|---|---|---|---|---|---|
| Xgb Single | 0,78 | 3,99 | 0,7999 | 30 min | 0,58 | 434/750 | 1 |
| Xgb 33 (family) | 0,798 | 3,95 | 0,8 | 2 hours | 0,4 | 87/750 | 1 |
| Xgb 54 (Stores) | 0,81 | 3,7 | 0,821 | 2 hours | 0,48 | 174/750 | 1 |
| LightGBMModel Single | 0,814 | 3,68 | 0,839 | 2 hours | 0,38435 | 40/750 | 2 |
| LightGBMModel 33 (family) | 0,8146 | 3,5 | 0,81 | 2 hours & 30 min | 0,38128 | 24/750 | 2 |
| LightGBMModel 54 (Stores) | 0,855 | 2,9 | 0,84 | 2 hours & 30 min | 0,38127 | 23/750 | 2 |
| LGBMRegressor Single | 0,88 | 2,7 | 0,87 | 7 hours | 0,39 | - | 2 |
