Crop Classification on Ethiopian ATA and NASA dataset
98.8AccuracyFinal Ensemble
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Final EnsembleFine-tuning=true, Optimization=Grid search2026.03 | 98.8 | 98.8 | 98.8 | 98.8 | |
| K-Nearest NeighborsFine-tuning=true, Optimization=Grid search2026.03 | 95.56 | 95.76 | 95.56 | 95.47 | |
| Neural NetworkFine-tuning=true, Optimization=Grid search2026.03 | 93.61 | 93.58 | 93.61 | 93.5 | |
| Gradient BoostingFine-tuning=true, Optimization=Grid search2026.03 | 93.33 | 93.42 | 93.33 | 93.27 | |
| Extra TreesFine-tuning=true, Optimization=Grid search2026.03 | 85.28 | 85.94 | 85.28 | 84.99 | |
| Random ForestFine-tuning=true, Optimization=Grid search2026.03 | 77.78 | 77.82 | 77.78 | 77.54 | |
| SVMFine-tuning=true, Optimization=Grid search2026.03 | 47.78 | 48.26 | 47.78 | 46.31 | |
| Decision TreeFine-tuning=true, Optimization=Grid search2026.03 | 47.5 | 50.41 | 47.5 | 47.09 | |
| Logistic RegressionFine-tuning=true, Optimization=Grid search2026.03 | 38.61 | 36.53 | 38.61 | 36.28 | |
| Naive BayesFine-tuning=true, Optimization=Grid search2026.03 | 29.44 | 29.23 | 29.44 | 25.26 | |
| AdaBoostFine-tuning=true, Optimization=Grid search2026.03 | 25.56 | 24.96 | 25.56 | 24.96 |