Table 8 Performance assessment of ANN model for district-level yield prediction using RMSE, MAE, and R2.
From: Predicting wheat yield using deep learning and multi-source environmental data
Year | Train R2 | Test R2 | RMSE |
|---|---|---|---|
2017 | 0.75 | 0.57 | 0.47 |
2018 | 0.78 | 0.59 | 0.37 |
2019 | 0.72 | 0.54 | 0.32 |
2020 | 0.81 | 0.61 | 0.53 |
2021 | 0.68 | 0.52 | 0.16 |
2022 | 0.84 | 0.64 | 0.63 |
