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Table 1 The results of AutoCryoPicker using the three clustering methods on the first dataset (Apoferritin)

From: AutoCryoPicker: an unsupervised learning approach for fully automated single particle picking in Cryo-EM images

Measures ICB k-means FCM
Sensitivity/Recall (%) 98.11 87.90 83.60
Specificity (%) 97.76 87.97 85.85
Precision (%) 97.11 88.81 87.99
Misclassification Rate (%) 7.784 7.666 15.881
F1 Score (%) 97.61 84.59 83.10
Accuracy (%) 95.36 81.64 78.46
DICE Score (%) 97.76 87.97 85.85
Time consuming (sec.) 1.71 10.29 30.98
Clustering Selection Approach Fully Automated Manually Manually
  1. The table reports the average of the sensitivity or recall, specificity, precision, F1 score, accuracy, DICE score, and the particle clustering time (seconds)
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