Classification on Banknote (Accuracy, Recall)
99.85AccuracyMC-PSO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MC-PSOH/J (Hidden units / Swarm particles)=9/25, Selection Strategy=Preferable, Cross-validation=5-fold2026.06 | 99.85 | 99.67 | |
| MC-APSOH/J (Hidden units / Swarm particles)=9/25, Selection Strategy=Preferable, Cross-validation=5-fold2026.06 | 99.49 | 100 | |
| MC-PSOH/J (Hidden units / Swarm particles)=9/25, h/k (Chopping dimension / Neighbors)=4/7, Selection Strategy=Non-Preferable, Cross-validation=5-fold2026.06 | 99.34 | 98.57 | |
| MC-APSOH/J (Hidden units / Swarm particles)=9/25, h/k (Chopping dimension / Neighbors)=1/1, Selection Strategy=Non-Preferable, Cross-validation=5-fold2026.06 | 98.69 | 99.01 |