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. 2020 Mar 30;20(7):1911. doi: 10.3390/s20071911

Table 7.

Final classification results on the test set after excluding incorrect HS images.

Patient HSI RGB
AUC Accuracy (%) Sensitivity (%) Specificity (%) AUC Accuracy (%) Sensitivity (%) Specificity (%)
P1* 0.98 93 91 96 0.93 90 97 61
P2* 0.99 89 99 83 0.99 87 79 99
P3* 0.95 85 91 80 0.96 92 97 78
P4 0.62 57 57 58 0.69 77 98 7
P5* 0.81 69 81 64 0.66 58 57 60
P6 - - - - - - - -
P7* 0.74 66 71 63 0.68 58 50 77
P8 0.98 96 96 96 0.99 97 97 97
P9 N.A. 99 99 N.A. N.A. 89 89 N.A.
P10 N.A. 89 89 N.A. N.A. 43 43 N.A.
P11 N.A. 92 92 N.A. N.A. 98 98 N.A.
P12 N.A. 92 92 N.A. N.A. 84 84 N.A.
P13 N.A. 99 99 N.A. N.A. 88 88 N.A.
Avg. 0.87 85 88 77 0.84 80 81 68
Std. 0.15 14 13 16 0.16 18 20 31

* Data exclusion; Data removed.