Performance of E-NLARNN and hybrid NLARNN models for crop dataset
| Crop dataset | RMSE | R-value | ||
|---|---|---|---|---|
| E-NLARNN Model | Hybrid NLARNN model | E-NLARNN Model | Hybrid NLARNN model | |
| Paddy | 4.66 | 3.76 | 0.99 | 0.99 |
| Wheat | 2.65 | 2.10 | 1 | 1.00 |
| Maize | 0.95 | 0.66 | 0.99 | 0.99 |
| Groundnut | 0.96 | 0.71 | 0.79 | 0.85 |
| Cotton | 1.39 | 0.98 | 0.99 | 1.00 |
| Sugarcane | 17.97 | 13.51 | 0.98 | 0.99 |
| Crop dataset | RMSE | R-value | ||
|---|---|---|---|---|
| E-NLARNN | Hybrid NLARNN model | E-NLARNN | Hybrid NLARNN model | |
| Paddy | 4.66 | 3.76 | 0.99 | 0.99 |
| Wheat | 2.65 | 2.10 | 1 | 1.00 |
| Maize | 0.95 | 0.66 | 0.99 | 0.99 |
| Groundnut | 0.96 | 0.71 | 0.79 | 0.85 |
| Cotton | 1.39 | 0.98 | 0.99 | 1.00 |
| Sugarcane | 17.97 | 13.51 | 0.98 | 0.99 |
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