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

TABLE 4.

Algorithm and parameters used to get the highest F2 for each set of data.

Title Abstracts T + a T + M
Algorithm LR LR LR LR
df 4 4 5 4
n-gram [1, 2] [1, 3] [1, 2] 2
matrix token-count TFIDF token-count token-count
Precision 0.388 0.500 0.514 0.392
Recall 0.707 0.770 0.779 0.734
F1-score 0.495 0.587 0.614 0.502
F2-score 0.601 0.687 0.701 0.616
ROC AUC 0.910 0.938 0.937 0.930