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. 2021 May 17;11:10419. doi: 10.1038/s41598-021-89930-w

Table 3.

Reduction to four categories by pooling for training and testing (TestSet of Lab0d and Lab7d).

ID Voc size Colour Recall in % Class mean in %
BEM-TRI ENCAFO MACRPY BKGRND
0d 7d 0d 7d 0d 7d 0d 7d 0d 7d
183 200 Greyscale 96.67 91.76 99.66 55.56 95.92 100.00 99.13 100.00 97.85 86.83
184 200 RGB 98.70 90.00 99.15 55.56 97.14 98.44 98.84 100.00 98.46 86.00
185 200 HSV 97.68 91.57 99.66 56.41 96.73 95.31 99.13 100.00 98.30 85.82
189 500 Greyscale 95.80 90.00 99.49 55.56 97.96 100.00 99.13 100.00 98.10 86.39
190 500 RGB 98.55 86.86 99.49 56.41 95.10 98.44 99.13 100.00 98.07 85.43
191 500 HSV 97.54 90.59 99.66 57.26 96.33 93.75 99.13 100.00 98.16 85.40
Precision in %
183 200 Greyscale 98.38 90.17 99.83 97.01 100.00 100.00 92.93 35.94 97.79 80.78
184 200 RGB 98.84 90.00 100.00 95.59 99.58 94.03 95.52 33.33 98.49 78.24
185 200 HSV 99.26 89.98 100.00 95.65 99.58 96.83 93.70 36.51 98.14 79.74
189 500 Greyscale 98.81 90.00 100.00 95.59 98.77 98.46 92.18 32.39 97.44 79.11
190 500 RGB 98.98 89.86 100.00 92.96 100.00 95.45 94.21 27.38 98.30 76.41
191 500 HSV 99.41 90.23 100.00 94.37 99.16 95.24 93.19 33.82 97.94 78.42

BEM-TRI is the pooled class of B. tabaci and T. vaporariorum.