The 5-fold cross-validation results performed by GAPDA (|${A}^{RD}$|) on benchmark dataset
Testing set . | Accuracy . | Sensitivity . | Precision . | Specificity . | F1-score . |
---|---|---|---|---|---|
1 | 0.8807 | 0.9004 | 0.8560 | 0.8628 | 0.8776 |
2 | 0.8395 | 0.8022 | 0.9012 | 0.8873 | 0.8488 |
3 | 0.8368 | 0.8147 | 0.8719 | 0.8622 | 0.8423 |
4 | 0.8533 | 0.8132 | 0.9174 | 0.9053 | 0.8621 |
5 | 0.8182 | 0.7831 | 0.8802 | 0.8632 | 0.8288 |
Average | 0.8457 ± 0.0208 | 0.8227 ± 0.0404 | 0.8853 ± 0.0217 | 0.8754 ± 0.0194 | 0.8519 ± 0.0167 |
Testing set . | Accuracy . | Sensitivity . | Precision . | Specificity . | F1-score . |
---|---|---|---|---|---|
1 | 0.8807 | 0.9004 | 0.8560 | 0.8628 | 0.8776 |
2 | 0.8395 | 0.8022 | 0.9012 | 0.8873 | 0.8488 |
3 | 0.8368 | 0.8147 | 0.8719 | 0.8622 | 0.8423 |
4 | 0.8533 | 0.8132 | 0.9174 | 0.9053 | 0.8621 |
5 | 0.8182 | 0.7831 | 0.8802 | 0.8632 | 0.8288 |
Average | 0.8457 ± 0.0208 | 0.8227 ± 0.0404 | 0.8853 ± 0.0217 | 0.8754 ± 0.0194 | 0.8519 ± 0.0167 |
The 5-fold cross-validation results performed by GAPDA (|${A}^{RD}$|) on benchmark dataset
Testing set . | Accuracy . | Sensitivity . | Precision . | Specificity . | F1-score . |
---|---|---|---|---|---|
1 | 0.8807 | 0.9004 | 0.8560 | 0.8628 | 0.8776 |
2 | 0.8395 | 0.8022 | 0.9012 | 0.8873 | 0.8488 |
3 | 0.8368 | 0.8147 | 0.8719 | 0.8622 | 0.8423 |
4 | 0.8533 | 0.8132 | 0.9174 | 0.9053 | 0.8621 |
5 | 0.8182 | 0.7831 | 0.8802 | 0.8632 | 0.8288 |
Average | 0.8457 ± 0.0208 | 0.8227 ± 0.0404 | 0.8853 ± 0.0217 | 0.8754 ± 0.0194 | 0.8519 ± 0.0167 |
Testing set . | Accuracy . | Sensitivity . | Precision . | Specificity . | F1-score . |
---|---|---|---|---|---|
1 | 0.8807 | 0.9004 | 0.8560 | 0.8628 | 0.8776 |
2 | 0.8395 | 0.8022 | 0.9012 | 0.8873 | 0.8488 |
3 | 0.8368 | 0.8147 | 0.8719 | 0.8622 | 0.8423 |
4 | 0.8533 | 0.8132 | 0.9174 | 0.9053 | 0.8621 |
5 | 0.8182 | 0.7831 | 0.8802 | 0.8632 | 0.8288 |
Average | 0.8457 ± 0.0208 | 0.8227 ± 0.0404 | 0.8853 ± 0.0217 | 0.8754 ± 0.0194 | 0.8519 ± 0.0167 |
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