Binary Classification on TON_IoT
99.49Accuracy (Fridge)Random Forest
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Random Forest2026.04 | 99.49 | 99.58 | 99.45 | 99.3 | 99.55 | 99.56 | 99.47 | 99.48 | |
| Gradient Boosting2026.04 | 98.67 | 98.74 | 99.14 | 98.48 | 98.87 | 99.35 | 98.69 | 98.85 | |
| TabPFNv2.5zero-shot=true, uses pre-trained weights=true, task-specific training=false2026.04 | 97.3 | 97.1 | 97.5 | 96.8 | 97.4 | 97.6 | 96.9 | 97.2 |