13.4.2 Discussion of Results

The results of our transfer learning experiments are presented in Tables 2 and 3. In both approaches, Inception-ResNet-V2 obtained the highest F1-score and accuracy. Using the logistic regression classifier, this architecture achieved an F1-score of 98.32 and an accuracy of 97.33, with variances of 0.70 and 1.12, respectively. With the SVM classifier, Inception-ResNet-V2 showed slightly lower ...