Table 4 Confusion matrix for fine-tuned GPT-4o-mini model (in %).
Depression | Normal | Suicidal | Bipolar | Stress | Anxiety | Personality disorder | |
|---|---|---|---|---|---|---|---|
Depression | 88.33% | 0.31% | 10.81% | 0.10% | 0.10% | 0.14% | 0.10% |
Normal | 0.19% | 98.55% | 0.19% | 0.00% | 0.84% | 0.19% | 0.00% |
Suicidal | 19.76% | 0.25% | 79.85% | 0.00% | 0.05% | 0.00% | 0.00% |
Bipolar | 4.33% | 0.19% | 0.19% | 93.03% | 0.75% | 0.56% | 0.94% |
Stress | 1.42% | 4.26% | 0.20% | 0.00% | 92.10% | 1.42% | 0.61% |
Anxiety | 1.80% | 1.25% | 0.28% | 1.11% | 1.94% | 92.63% | 0.83% |
Personality disorder | 3.02% | 0.50% | 0.50% | 0.50% | 0.00% | 1.01% | 94.47% |
