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Table 2 The results of AutoCryoPicker using the three clustering methods on the second dataset (KLH)

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

Measures

ICB

k-means

FCM

Sensitivity/Recall (%)

96.23

93.42

84.67

Specificity (%)

95.095

92.71

94.7925

Precision (%)

95.095

92.71

94.7925

Misclassification Rate (%)

3.77

6.58

15.33

F1 Score (%)

95.595

92.825

88.61

Accuracy (%)

91.8275

87.5025

80.835

DICE Score (%)

95.595

92.825

89.5

Time consuming (sec.)

4.714643

23.8332305

105.676302

  1. The table reports the average of the sensitivity or recall, specificity, precision, F1 score, accuracy, DICE score, and the particle clustering time consuming (seconds)
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BMC Bioinformatics

ISSN: 1471-2105

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