Table 7 Performance with different attribute embedding methods.
From: An efficient learning based approach for automatic record deduplication with benchmark datasets
Dataset | F1-score | |||
|---|---|---|---|---|
Avg | Idf | Astm | all comp | |
Amazon-google | 0.66 | 0.73 | 0.81 | 0.84 |
Amazon-Walmart dataset | 0.84 | 0.812 | 0.855 | 0.855 |
dblp-scholar | 0.97 | 0.955 | 0.975 | 0.98 |