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Published at December 10Machine Learning Algorithms for Detecting Mental Stress in College Students
cs.LG
cs.CY
Released Date: December 10, 2024
Authors: Ashutosh Singh1, Khushdeep Singh, Amit Kumar, Abhishek Shrivastava, Santosh Kumar
Aff.: 1IIIT Naya Raipur, Chhattisgarh, India

| Model | Accuracy | Precision | Recall | F1-Score |
|---|---|---|---|---|
| DT | 87 | 85 | 88 | 86 |
| RF | 90 | 87 | 92 | 89 |
| SVM | 95 | 93 | 97 | 94 |
| AdaBoost | 85 | 82 | 83 | 81 |
| NB | 83 | 80 | 78 | 78 |
| LG | 88 | 86 | 85 | 84 |
| KNN | 80 | 77 | 75 | 76 |