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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)