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. 2017 Jun 1;12(6):e0177544. doi: 10.1371/journal.pone.0177544

Table 5. Image-wise accuracy (%) using different voting rules (2 and 4 classes).

Classif. Vote 4 Classes 2 Classes
Init. Exten. Overall Init. Exten. Overall
CNN Maj. 80.0 75.0 77.8 80.0 81.3 80.6
Max. 80.0 62.5 72.2 80.0 75.0 77.8
Sum 80.0 68.8 75.0 80.0 75.0 77.8
CNN+SVM Maj. 85.0 68.8 77.8 90.0 75.0 83.3
Max. 80.0 62.5 72.2 80.0 75.0 77.8
Sum 85.0 68.8 77.8 90.0 75.0 83.3