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 |