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. 2020 Jan 28;11(2):1139–1152. doi: 10.1364/BOE.379150

Table 4. Adjusted p-values for N×N comparisons of diagnostic algorithms over 5 repetitions of 5-fold cross-validation method. The p-values below 0.05 demonstrate that the algorithms differ significantly (marked in italic font) in terms of precision values.

Hypothesis Wilcoxon p-value Nemenyi p-value
VGG16 vs. Extra Trees 4.07e-5 0.02638
CADNet vs. Extra Trees 1.39e-5 2.52e-5
CADNet vs. VGG16 0.00024 0.47791
CADNet + RFE.EN + GNB vs. Extra Trees 1.23e-5 1.05e-13
CADNet + RFE.EN + GNB vs. VGG16 1.39e-5 8.62e-6
CADNet + RFE.EN + GNB vs. CADNet 3.62e-5 0.01296