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. 2021 Aug 9;21(16):5361. doi: 10.3390/s21165361

Table 1.

The grayscale research dataset was used to create a classification report for the Inception-V3 model.

Classes Amount of Data Precision Recall F1-Score
Inception-V3 VGG16 Inception-V3 VGG16 Inception-V3 VGG16
c0 64 0.83 0.70 0.84 0.81 0.84 0.75
c1 65 0.92 0.94 1.00 0.95 0.96 0.95
c2 65 0.80 0.80 0.91 0.85 0.85 0.82
c3 75 0.64 0.66 0.91 0.83 0.75 0.73
c4 15 0.00 0.00 0.00 0.00 0.00 0.00
c5 40 0.80 0.52 0.20 0.42 0.32 0.47
c6 70 0.90 0.83 0.89 0.86 0.89 0.85
c7 50 0.63 0.70 0.74 0.56 0.68 0.62
c8 60 0.79 0.79 0.77 0.77 0.78 0.78
c9 60 0.93 0.76 0.87 0.87 0.90 0.81
c10 70 0.90 0.83 0.90 0.83 0.90 0.83
c11 70 0.87 0.82 0.87 0.90 0.87 0.86
c12 70 0.76 0.70 0.93 0.87 0.84 0.78
c13 60 0.85 0.84 0.87 0.77 0.86 0.80
c14 60 0.97 0.84 0.97 0.93 0.97 0.88
c15 30 0.00 0.93 0.00 0.43 0.00 0.59
c16 45 0.81 0.76 0.64 0.56 0.72 0.64
c17 45 0.65 0.68 0.93 0.80 0.76 0.73
c18 25 0.00 0.89 0.00 0.32 0.00 0.47
c19 25 0.91 1.00 0.40 0.52 0.56 0.68
c20 65 0.68 0.74 1.00 0.98 0.81 0.85
c21 65 0.80 0.77 0.91 0.83 0.85 0.80
c22 65 0.84 0.80 0.65 0.74 0.73 0.77
c23 65 0.78 0.82 0.94 0.71 0.85 0.76