Table 6 Comparison table with different number of folds for approach A and approach B on Kaggle PCOS US images.
From: CystNet: An AI driven model for PCOS detection using multilevel thresholding of ultrasound images
Approach | Number of folds | Accuracy (%) | Precision (%) | Recall (%) | F1-score (%) | Specificity (%) |
|---|---|---|---|---|---|---|
Approach A | 5 | 96.54 | 94.21 | 97.44 | 95.75 | 95.92 |
8 | 95.63 | 94.70 | 95.97 | 95.33 | 93.98 | |
10 | 91.10 | 91.21 | 91.20 | 91.21 | 91.00 | |
Approach B | 5 | 97.75 | 96.23 | 98.29 | 97.19 | 97.37 |
8 | 95.79 | 95.10 | 96.45 | 95.77 | 95.13 | |
10 | 93.91 | 95.67 | 92.13 | 93.87 | 95.73 |
