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. 2021 Aug 19;6:689264. doi: 10.3389/frma.2021.689264

TABLE 6.

Comparison of precision, recall and F-score between the whole dataset and the restricted dataset.

TITLES
Precision Recall F1 F2 ROC AUC
 All biomarkers 0.362 0.529 0.430 0.485 0.737
 Dietary biomarkers 0.386 0.574 0.462 0.523 0.762
ABSTRACTS
Precision Recall F1 F2 ROC AUC
 All biomarkers 0.218 0.765 0.340 0.510 0.801
 Dietary biomarkers 0.342 0.809 0.481 0.635 0.862
TITLES + ABSTRACTS
Precision Recall F1 F2 ROC AUC
 All biomarkers 0.354 0.630 0.453 0.545 0.781
 Dietary biomarkers 0.468 0.787 0.587 0.693 0.869
TITLES + METADATA
Precision Recall F1 F2 ROC AUC
 All biomarkers 0.310 0.681 0.426 0.550 0.795
 Dietary biomarkers 0.330 0.638 0.435 0.538 0.784