Depression Classification on GNS-Depression (test)
99AccuracyBERT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BERTInput sequence length=642026.05 | 99 | 99 | |
| BERTInput sequence length=1282026.05 | 99 | 99 | |
| BERTInput sequence length=3002026.05 | 99 | 99 | |
| MentalBERTInput sequence length=1282026.05 | 99 | 99 | |
| MentalBERTInput sequence length=3002026.05 | 99 | 99 | |
| NBText processing type=TDIDF: 50002026.05 | 99 | 99 | |
| SVMText processing type=TDIDF: 50002026.05 | 99 | 99 | |
| NBText processing type=unigram2026.05 | 99 | 99 | |
| MentalBERTInput sequence length=642026.05 | 98 | 98 | |
| LRText processing type=TDIDF: 50002026.05 | 97 | 97 | |
| SVMText processing type=unigram2026.05 | 97 | 97 | |
| BERTInput sequence length=102026.05 | 86 | 86 | |
| MentalBERTInput sequence length=102026.05 | 86 | 86 |