Table 3 Comparison Table for Approach B with Various ML Models on Kaggle PCOS US Images.
From: CystNet: An AI driven model for PCOS detection using multilevel thresholding of ultrasound images
Feature extraction | ML classifier | Accuracy (%) | Precision (%) | Recall (%) | F1-Score (%) | Specificity (%) |
|---|---|---|---|---|---|---|
CystNet | ADB | 97.16 | 96.12 | 98.67 | 97.38 | 95.41 |
K-NN | 96.01 | 94.61 | 97.68 | 96.12 | 94.31 | |
NB | 96.45 | 95.97 | 97.27 | 96.62 | 95.51 | |
RF | 97.75 | 96.23 | 98.29 | 97.19 | 97.37 |
