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Comparing machine learning and deep learning models based on structured dataset vs. mixed dataset (structured + unstructured),-p means previous study, -c means current study
| Model | Accuracy | Precision | Recall | F-measure |
|---|---|---|---|---|
| LMT-p | 85.12% | 0.867 | 0.594 | 0.705 |
| LMT-c | 85.78% | 0.865 | 0.621 | 0.724 |
| Simple Logistic-p | 85.12% | 0.867 | 0.549 | 0.705 |
| Simple Logistic-c | 85.71% | 0.863 | 0.623 | 0.723 |
| Deep Learning-p | 82.02% | 0.831 | 0.820 | 0.813 |
| Deep Leanirng-c | 92.89% | 0.931 | 0.929 | 0.928 |
