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Table 2 Results of automatic labeling by FCNN, LR and SVM

From: Classifying the tracing difficulty of 3D neuron image blocks based on deep learning

Dataset FCNN LR SVM
Accuracy F1 Accuracy F1 Accuracy F1
Training \(\underline{96.92\pm 0.19}\) \(\underline{96.86\pm 0.20}\) 96.05±0.26 95.98±0.27 96.50±0.22 96.44±0.23
Test \(\underline{96.49\pm 0.59}\) \(\underline{96.40\pm 0.61}\) 96.07±0.53 95.98±0.54 96.30±0.57 96.22±0.59
  1. Numbers with underline are the best results among all models