Verification Classification on Talk Moves N = 6,110 (held-out test)
80.7PrecisionRandom Forest
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Random Forestverification_strategy=reasoning-based error detection2026.02 | 80.7 | 85.4 | 83 | 81.1 | |
| Logistic Regressionverification_strategy=reasoning-based error detection2026.02 | 80.6 | 79.7 | 80.2 | 78.7 | |
| Linear SVMverification_strategy=reasoning-based error detection2026.02 | 79.8 | 78 | 78.9 | 77.4 | |
| Naive Bayesverification_strategy=reasoning-based error detection2026.02 | 78.3 | 83.2 | 80.7 | 78.5 | |
| Gradient Boostingverification_strategy=reasoning-based error detection2026.02 | 76.4 | 86.7 | 81.2 | 78.3 |