Table 1.
The results of AutoCryoPicker using the three clustering methods on the first dataset (Apoferritin)
| 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 |
The table reports the average of the sensitivity or recall, specificity, precision, F1 score, accuracy, DICE score, and the particle clustering time (seconds)