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. 2022 Dec 9;2022:baac104. doi: 10.1093/database/baac104

Table 5.

Recommendation performance values of the classifiers trained with the FlyBase data set, based on the first 3 weeks of 2020

Naïve Bayes classifier BERT classifier
n (no. of weekly articles in FlyBase) Recall@n Precision@50 Recall@n Precision@50
First week of 2020 58 11/58 = 0.19 11/50 = 0.22 33/58 = 0.57 29/50 = 0.58
Second week of 2020 66 23/66 = 0.35 17/50 = 0.34 48/66 = 0.73 39/50 = 0.78
Third week of 2020 46 15/46 = 0.33 17/50 = 0.34 26/46 = 0.57 27/50 = 0.54