Table 2 Classification accuracy evaluation metrics with median and interquartile range (IQR) in parenthesis of the CNN classification performance over 100 runs of the data in addition to the results with the clinical interpretation with the hold-out (test) dataset.
Method | ACC | AUC | F1S | SEN | SPE | PRE |
|---|---|---|---|---|---|---|
CNN | 0.8261 (0.0652) | 0.8058 (0.0654) | 0.7647 (0.1014) | 0.6500 (0.1000) | 0.9615 (0.0000) | 0.9286 (0.0103) |
Clinical | 0.8696 | 0.8558 | 0.8333 | 0.7500 | 0.9615 | 0.9375 |