Multi-class Classification on TON_IoT
99.51Accuracy (Fridge)Gradient Boosting
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Gradient Boosting2026.04 | 99.51 | 98.51 | 98.93 | 98.92 | 99.1 | 99.51 | 98.53 | 99 | |
| Random Forest2026.04 | 99.5 | 99.55 | 99.47 | 99.29 | 99.19 | 99.58 | 99.48 | 99.44 | |
| TabPFNv2.5zero-shot=true, uses pre-trained weights=true, task-specific training=false2026.04 | 96.9 | 96.5 | 97.1 | 96.4 | 97 | 97.2 | 96.7 | 96.8 |