Yield Prediction on dataset 2023 (val)
0.1218RMSEGBDT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GBDTData=Syn+real, Feature Set=Yield + Sensor2025.04 | 0.1218 | 0.0952 | |
| RFData=Syn+real, Feature Set=Yield + Sensor2025.04 | 0.126 | 0.0961 | |
| XGBoostData=Syn+real, Feature Set=Yield + Sensor2025.04 | 0.1288 | 0.0996 | |
| XGBoostData=Syn+real, Feature Set=Yield Only2025.04 | 0.1314 | 0.1016 | |
| RFData=Syn+real, Feature Set=Yield Only2025.04 | 0.1321 | 0.0957 | |
| XGBoostData=Syn+real, Feature Set=Yield + Sensor + MO2025.04 | 0.134 | 0.1017 | |
| GBDTData=Syn+real, Feature Set=Yield + Sensor + MO2025.04 | 0.1352 | 0.1064 | |
| RFData=Syn+real, Feature Set=Yield + Sensor + MO2025.04 | 0.1363 | 0.1049 | |
| RFData=Syn+real, Feature Set=Yield + MO2025.04 | 0.1404 | 0.1088 | |
| GBDTData=Syn+real, Feature Set=Yield Only2025.04 | 0.1418 | 0.1105 | |
| GBDTData=Syn+real, Feature Set=Yield + MO2025.04 | 0.1435 | 0.1097 | |
| RFData=Real only, Feature Set=Yield Only2025.04 | 0.1464 | 0.094 | |
| XGBoostData=Syn+real, Feature Set=Yield + MO2025.04 | 0.1468 | 0.1141 | |
| GBDTData=Real only, Feature Set=Yield Only2025.04 | 0.1514 | 0.1032 | |
| XGBoostData=Real only, Feature Set=Yield Only2025.04 | 0.1571 | 0.1137 | |
| RFData=Real only, Feature Set=Yield + Sensor + MO2025.04 | 0.1658 | 0.1147 | |
| RFData=Real only, Feature Set=Yield + Sensor2025.04 | 0.1668 | 0.1137 | |
| RFData=Real only, Feature Set=Yield + MO2025.04 | 0.1675 | 0.114 | |
| XGBoostData=Real only, Feature Set=Yield + Sensor + MO2025.04 | 0.1691 | 0.119 | |
| GBDTData=Real only, Feature Set=Yield + Sensor + MO2025.04 | 0.1692 | 0.1259 | |
| GBDTData=Real only, Feature Set=Yield + MO2025.04 | 0.1801 | 0.1321 | |
| XGBoostData=Real only, Feature Set=Yield + MO2025.04 | 0.1869 | 0.136 | |
| XGBoostData=Real only, Feature Set=Yield + Sensor2025.04 | 0.1934 | 0.1397 | |
| GBDTData=Real only, Feature Set=Yield + Sensor2025.04 | 0.2098 | 0.1446 |