Table 7.
Ablation experiments based on independent test dataset.
DenseNet |
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- |
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---|---|---|---|---|---|---|---|
Bi-LSTM | - |
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- |
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Channel-attention | - | - |
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- |
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Ensemble | - | - | - | - | - |
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Sn | 0.7011 | 0.8207 | 0.8370 | 0.6775 | 0.8641 | 0.8659 | 0.8623 |
Sp | 0.8804 | 0.8243 | 0.7953 | 0.9022 | 0.8025 | 0.7862 | 0.7971 |
Acc | 0.7908 | 0.8225 | 0.8161 | 0.7899 | 0.8233 | 0.8261 | 0.8297 |
MCC | 0.5911 | 0.6449 | 0.6328 | 0.5949 | 0.6579 | 0.6543 | 0.6608 |
AUC | 0.8950 | 0.8979 | 0.8935 | 0.9002 | 0.9015 | 0.9028 | 0.9036 |