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

Table 6.

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

Naïve Bayes classifier BERT classifier
n (no. of weekly articles in ZFIN) Recall@n Precision@50 Recall@n Precision@50
First week of 2020 178 63/178 = 0.35 33/50 = 0.66 108/178 = 0.61 48/50 = 0.96
Second week of 2020 38 5/38 = 0.13 9/50 = 0.18 28/38 = 0.74 31/50 = 0.62
Third week of 2020 58 12/58 = 0.21 11/50 = 0.22 42/58 = 0.72 42/50 = 0.84