Table 1.
Model | Actual Value | Calibration Set | Prediction Set | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
DI 10 | DI1 | DI2 | DI3 | DI4 | DI5 | Accuracy | DI0 | DI1 | DI2 | DI3 | DI4 | DI5 | Accuracy | ||
BPNN | DI0 | 23 | 6 | 0 | 0 | 1 | 0 | 76.67% | 9 | 5 | 0 | 0 | 1 | 0 | 60% |
DI1 | 3 | 43 | 0 | 0 | 0 | 0 | 93.48% | 1 | 22 | 0 | 0 | 0 | 0 | 95.65% | |
DI2 | 0 | 0 | 46 | 0 | 0 | 0 | 100% | 0 | 0 | 23 | 0 | 0 | 0 | 100% | |
DI3 | 1 | 0 | 0 | 44 | 0 | 1 | 95.65% | 0 | 0 | 0 | 22 | 0 | 1 | 95.65% | |
DI4 | 0 | 0 | 0 | 0 | 46 | 0 | 100% | 0 | 0 | 0 | 0 | 23 | 0 | 100% | |
DI5 | 0 | 0 | 0 | 0 | 0 | 29 | 100% | 0 | 0 | 0 | 0 | 0 | 15 | 100% | |
Total | 95.06% | 93.44% |
1 Degree of infestation.