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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

Class

Baseline DL method

Ad hoc trained DL-based method

 

Specificity (%)

I

92

96

 

Sensitivity (%)

II

84

78

III

86

98

IV

96

100

II + III + IV

88.6

92

  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.