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A comparison between the existence and non-existence of transfer learning.
| Approach | Accuracy | AUC | Cosine Similarity | TP | TN | FP | FN |
|---|---|---|---|---|---|---|---|
| With Transfer Learning | 99.74% | 99.97% | 99.78% | 14,768 | 14,768 | 392 | 392 |
| Without Transfer Learning | 49.67% | 70.70% | 49.70% | 1,886 | 1,886 | 1,911 | 1,911 |
