Table 2 Averaged test classification performance of the QMR model across all cross-validation folds for all hyperparameter combinations.
Epochs | LR | Accuracy | Sens. | Spec. | Precision | F1 score | Overall rank | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5 | 0.001 | 64.0% | 0.07 | 1.00 | 0.95 | 0.13 | 12 | ||||||
5 | 0.01 | 86.0% | 0.75 | 0.93 | 0.87 | 0.80 | 5 | ||||||
5 | 0.1 | 82.3% | 0.75 | 0.87 | 0.79 | 0.76 | 18 | ||||||
10 | 0.001 | 73.1% | 0.31 | 0.99 | 0.97 | 0.47 | 11 | ||||||
10 | 0.01 | 85.5% | 0.69 | 0.96 | 0.91 | 0.78 | 2 | ||||||
10 | 0.1 | 83.1% | 0.74 | 0.89 | 0.81 | 0.77 | 14 | ||||||
15 | 0.001 | 78.5% | 0.51 | 0.96 | 0.88 | 0.64 | 17 | ||||||
15 | 0.01 | 88.1% | 0.78 | 0.94 | 0.90 | 0.83 | 1 | ||||||
15 | 0.1 | 83.7% | 0.72 | 0.91 | 0.84 | 0.77 | 12 | ||||||
20 | 0.001 | 83.0% | 0.62 | 0.96 | 0.91 | 0.74 | 9 | ||||||
20 | 0.01 | 85.1% | 0.70 | 0.95 | 0.89 | 0.78 | 7 | ||||||
20 | 0.1 | 83.5% | 0.66 | 0.94 | 0.88 | 0.75 | 15 | ||||||
25 | 0.001 | 84.4% | 0.68 | 0.95 | 0.89 | 0.77 | 8 | ||||||
25 | 0.01 | 85.2% | 0.70 | 0.94 | 0.89 | 0.79 | 6 | ||||||
25 | 0.1 | 83.7% | 0.68 | 0.93 | 0.87 | 0.76 | 16 | ||||||
30 | 0.001 | 85.6% | 0.72 | 0.94 | 0.89 | 0.79 | 3 | ||||||
30 | 0.01 | 85.3% | 0.71 | 0.95 | 0.89 | 0.79 | 3 | ||||||
30 | 0.1 | 83.8% | 0.76 | 0.88 | 0.81 | 0.78 | 9 | ||||||
