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. 2024 Jul 5;19(7):e0304847. doi: 10.1371/journal.pone.0304847

Table 4. Comparison of the proposed ensemble classifier on SICAPv2 dataset against reference works.

Model Accuracy F1-Score
Average NC G3 G4 G5
Test Set
Proposed Ensemble Classifier 0.85 0.71 0.85 0.69 0.75 0.54
FSConv [29] 0.67 0.65 0.86 0.59 0.54 0.61
ProGleason-GAN [27] 0.71 0.67 - - - -
WHOLESIGHT [26] - 0.66 - - - -
Validation Set
Proposed Ensemble 0.87 0.75 0.83 0.72 0.77 0.69
FSConv [29] 0.76 0.71 0.88 0.73 0.71 0.54