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. 2017 Oct 27;17(11):2470. doi: 10.3390/s17112470

Table 2.

Detection accuracy of infestation degrees by the BPNN model based on characteristic wavelengths.

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.