Table 7 |
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|
Overall results |
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|
System |
Fivefold cross-validation |
Test |
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|
|
||||||||||
|
AUC |
Precision |
Recall |
F1 |
Accuracy |
AUC |
Precision |
Recall |
F1 |
Accuracy |
|
|
|
||||||||||
|
Baseline |
0.9757 |
0.9452 |
0.9420 |
0.9436 |
0.9276 |
0.8188 |
0.6898 |
0.8480 |
0.7608 |
0.7333 |
|
Bag-of-NLP |
0.9777 |
0.9550 |
0.9474 |
0.9512 |
0.9374 |
0.8483 |
0.6994 |
0.8747 |
0.7773 |
0.7493 |
|
|
||||||||||
|
AUC, area under the curve; NLP, natural language processing. |
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|
Alex et al. Genome Biology 2008 9(Suppl 2):S10 doi:10.1186/gb-2008-9-s2-s10 |
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