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 |