Table 8 Statistical evaluation of validated kharif cotton yield using ANN model
District | F1 stage | F2 stage | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
RMSE | nRMSE | nRMSE class | EF | RMSE | nRMSE | nRMSE class | EF | |||
Ballari | 15.5 | 6.5 | Excellent | 1.0 | 17.3 | 7.2 | Excellent | 1.0 | ||
Belagavi | 49.0 | 16.9 | Good | 0.8 | 57.1 | 19.7 | Good | 0.7 | ||
Chitradurga | 22.1 | 8.7 | Excellent | 0.9 | 17.5 | 6.9 | Excellent | 1.0 | ||
Dharwad | 19.8 | 9.4 | Excellent | 0.9 | 22.5 | 10.7 | Good | 0.9 | ||
Haveri | 1.3 | 0.4 | Excellent | 1.0 | 1.8 | 0.6 | Excellent | 1.0 | ||
Kalaburagi | 22.5 | 6.3 | Excellent | 1.0 | 60.1 | 16.9 | Good | 0.9 | ||
Koppal | 32.7 | 8.4 | Excellent | 1.0 | 25.9 | 6.6 | Excellent | 1.0 | ||
Mysuru | 5.2 | 2.0 | Excellent | 1.0 | 9.5 | 3.7 | Excellent | 1.0 | ||
Raichur | 33.1 | 14.1 | Good | 1.0 | 14.7 | 6.2 | Excellent | 1.0 | ||
Vijayapura | 16.4 | 6.9 | Excellent | 1.0 | 13.5 | 5.7 | Excellent | 1.0 | ||