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  Indian J Med Microbiol
 

Figure 7: Effect of the confidence margin on the performance metrics: as the uncertainty margin increases (orange line) and more predictions are marked as uncertain, the performance for the rest of the predictions increases resulting in better metrics. A confidence margin of 0, 5 around the classification threshold results in a balanced accuracy of 0.9111 (0.8697 sensitivity and 0.9524 specificity) and 18.67% of the test images marked as uncertain

Figure 7: Effect of the confidence margin on the performance metrics: as the uncertainty margin increases (orange line) and more predictions are marked as uncertain, the performance for the rest of the predictions increases resulting in better metrics. A confidence margin of 0, 5 around the classification threshold results in a balanced accuracy of 0.9111 (0.8697 sensitivity and 0.9524 specificity) and 18.67% of the test images marked as uncertain