Table 4.
Model | GBDT | Encoding | Embedding | AUC | Accuracy | Recall | Precision | F1 score |
---|---|---|---|---|---|---|---|---|
1 | √ | 0.7081 | 0.6957 | 0.7297 | 0.7105 | 0.7201 | ||
2 | √ | √ | 0.7635 | 0.7581 | 0.7941 | 0.7714 | 0.7828 | |
3 | √ | √ | 0.7812 | 0.7761 | 0.8158 | 0.7949 | 0.8053 | |
4 | √ | √ | √ | 0.8412 | 0.8191 | 0.8597 | 0.8389 | 0.8464 |
Bold values indicate the best performed method.