Table 2. Results of exponential models for three fungi growth of R. stoloifenr, B. cinerea and C. acutatum*.
Fungal species | Method | Simulation equation | Calibration dataset | Testing dataset | r | ||||
---|---|---|---|---|---|---|---|---|---|
Rc 2 | SSE(×10−4) | RMSE | Rp 2 | SSE(×10−4) | RMSE | ||||
B. cinerea | I | 0.9959 | 0.99 | 0.007 | 0.7223 | 53.40 | 0.023 | 0.898 | |
II | 0.9948 | 3.79 | 0.011 | 0.7910 | 3.34 | 0.057 | 0.941 | ||
III | 0.9979 | 334.00 | 0.106 | 0.7897 | 4.65 | 0.254 | 0.932 | ||
C. acutatum | I | 0.9903 | 1.67 | 0.025 | 0.9367 | 8.77 | 0.756 | 0.899 | |
II | 0.9939 | 1.48 | 0.014 | 0.9368 | 7.74 | 0.044 | 0.900 | ||
III | 0.9813 | 682.00 | 0.261 | 0.8687 | 14.80 | 0.504 | 0.887 | ||
R. stoloifenr | I | 0.9996 | 1.23 | 0.013 | 0.9815 | 3.76 | 0.019 | 0.954 | |
II | 0.9960 | 2.48 | 0.016 | 0.9914 | 2.03 | 0.011 | 0.957 | ||
III | 0.9996 | 18.20 | 0.043 | 0.9906 | 3.32 | 0.129 | 0.955 |
*I, II and III represented the different methods I, the average of full spectrum in the range of 400–1000 nm; II, the response value at wave crest of 716 nm; III, the value of principal component score of the full spectrum. Rc 2 and Rp 2 were the coefficient of determination of calibration and prediction, respectively; SSE and RSE, sum of squares due to error and root mean squared error, respectively; r, the correlation coefficient of prediction accuracy between spectral values and colony forming unit.