The 5-fold cross-validation results performed by GAPDA (|${A}^D$|) on benchmark dataset
Testing set . | Accuracy . | Sensitivity . | Precision . | Specificity . | F1-score . |
---|---|---|---|---|---|
1 | 0.8230 | 0.7754 | 0.9095 | 0.8906 | 0.8371 |
2 | 0.7798 | 0.7208 | 0.9136 | 0.8820 | 0.8058 |
3 | 0.8657 | 0.8865 | 0.8388 | 0.8470 | 0.8620 |
4 | 0.8512 | 0.8102 | 0.9174 | 0.9048 | 0.8605 |
5 | 0.7831 | 0.8827 | 0.6529 | 0.7246 | 0.7506 |
Average | 0.8206 ± 0.0348 | 0.8151 ± 0.0635 | 0.8464 ± 0.1010 | 0.8171 ± 0.0731 | 0.8232 ± 0.0416 |
Testing set . | Accuracy . | Sensitivity . | Precision . | Specificity . | F1-score . |
---|---|---|---|---|---|
1 | 0.8230 | 0.7754 | 0.9095 | 0.8906 | 0.8371 |
2 | 0.7798 | 0.7208 | 0.9136 | 0.8820 | 0.8058 |
3 | 0.8657 | 0.8865 | 0.8388 | 0.8470 | 0.8620 |
4 | 0.8512 | 0.8102 | 0.9174 | 0.9048 | 0.8605 |
5 | 0.7831 | 0.8827 | 0.6529 | 0.7246 | 0.7506 |
Average | 0.8206 ± 0.0348 | 0.8151 ± 0.0635 | 0.8464 ± 0.1010 | 0.8171 ± 0.0731 | 0.8232 ± 0.0416 |
The 5-fold cross-validation results performed by GAPDA (|${A}^D$|) on benchmark dataset
Testing set . | Accuracy . | Sensitivity . | Precision . | Specificity . | F1-score . |
---|---|---|---|---|---|
1 | 0.8230 | 0.7754 | 0.9095 | 0.8906 | 0.8371 |
2 | 0.7798 | 0.7208 | 0.9136 | 0.8820 | 0.8058 |
3 | 0.8657 | 0.8865 | 0.8388 | 0.8470 | 0.8620 |
4 | 0.8512 | 0.8102 | 0.9174 | 0.9048 | 0.8605 |
5 | 0.7831 | 0.8827 | 0.6529 | 0.7246 | 0.7506 |
Average | 0.8206 ± 0.0348 | 0.8151 ± 0.0635 | 0.8464 ± 0.1010 | 0.8171 ± 0.0731 | 0.8232 ± 0.0416 |
Testing set . | Accuracy . | Sensitivity . | Precision . | Specificity . | F1-score . |
---|---|---|---|---|---|
1 | 0.8230 | 0.7754 | 0.9095 | 0.8906 | 0.8371 |
2 | 0.7798 | 0.7208 | 0.9136 | 0.8820 | 0.8058 |
3 | 0.8657 | 0.8865 | 0.8388 | 0.8470 | 0.8620 |
4 | 0.8512 | 0.8102 | 0.9174 | 0.9048 | 0.8605 |
5 | 0.7831 | 0.8827 | 0.6529 | 0.7246 | 0.7506 |
Average | 0.8206 ± 0.0348 | 0.8151 ± 0.0635 | 0.8464 ± 0.1010 | 0.8171 ± 0.0731 | 0.8232 ± 0.0416 |
This PDF is available to Subscribers Only
View Article Abstract & Purchase OptionsFor full access to this pdf, sign in to an existing account, or purchase an annual subscription.