Table 2.
Model | Actual Value | Calibration Set | Prediction Set | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
DI 10 | DI1 | DI2 | DI3 | DI4 | DI5 | Accuracy | DI0 | DI1 | DI2 | DI3 | DI4 | DI5 | Accuracy | ||
BPNN | DI0 | 24 | 2 | 1 | 0 | 3 | 0 | 80% | 13 | 0 | 1 | 0 | 1 | 0 | 86.67% |
DI1 | 5 | 40 | 0 | 0 | 1 | 0 | 86.96% | 4 | 18 | 0 | 0 | 1 | 0 | 78.26% | |
DI2 | 0 | 0 | 45 | 1 | 0 | 0 | 97.83% | 0 | 0 | 22 | 1 | 0 | 0 | 95.65% | |
DI3 | 0 | 0 | 1 | 44 | 0 | 1 | 95.65% | 0 | 0 | 0 | 22 | 0 | 1 | 95.65% | |
DI4 | 0 | 1 | 0 | 0 | 44 | 1 | 95.65% | 0 | 0 | 0 | 0 | 22 | 1 | 95.65% | |
DI5 | 0 | 0 | 0 | 0 | 1 | 28 | 96.55% | 0 | 0 | 0 | 0 | 1 | 14 | 93.33% | |
Total | 92.59% | 90.98% |
1 Degree of infestation.