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Table 2 Data is shown regarding the specificity and sensitivity of both the baseline and ad hoc trained methods.

From: Scoring pleurisy in slaughtered pigs using convolutional neural networks

ClassBaseline DL methodAd hoc trained DL-based method
 Specificity (%)
I9296
 Sensitivity (%)
II8478
III8698
IV96100
II + III + IV88.692
  1. The value of specificity was very high for both methods. The ad hoc trained method showed very high values of sensitivity for class III and IV, while such value was lower for class II, due to the presence of small lesions which remained overlooked. Also in this case, the ad hoc trained method provided better results, the only exception being represented by class II.