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

Table 1.

Detection accuracy of six infestation degrees by the BPNN model based on full spectra.

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.