Depression Classification on ENS-Depression (test)
96AccuracyBERT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BERTInput sequence length=1282026.05 | 96 | 96 | |
| BERTInput sequence length=3002026.05 | 96 | 96 | |
| MentalBERTInput sequence length=1282026.05 | 96 | 96 | |
| MentalBERTInput sequence length=3002026.05 | 95 | 95 | |
| SVMText processing type=TDIDF: 50002026.05 | 95 | 95 | |
| BERTInput sequence length=642026.05 | 94 | 94 | |
| NBText processing type=TDIDF: 50002026.05 | 94 | 94 | |
| LRText processing type=TDIDF: 50002026.05 | 94 | 94 | |
| NBText processing type=unigram2026.05 | 93 | 93 | |
| SVMText processing type=unigram2026.05 | 93 | 93 | |
| MentalBERTInput sequence length=642026.05 | 92 | 92 | |
| BERTInput sequence length=102026.05 | 83 | 83 | |
| MentalBERTInput sequence length=102026.05 | 80 | 80 |