Dynamic Multi-Swarm Differential Learning Quantum Bird Swarm Algorithm and Its Application in Random Forest Classification Model

Table 12

Comparison of numerical testing results on eight UCI datasets.

Dataset	RF (%)	BSA-RF (%)	DMSDL-BSA-RF (%)	DMSDL-QBSA-RF (%)
Blood	75.40	80.80	79.46	81.25
Heart-statlog	82.10	86.42	86.42	86.42
Sonar	78.39	85.48	85.48	88.71
Appendicitis	83.23	87.10	90.32	93.55
Cleve	79.55	87.50	88.64	89.77
Magic	88.95	89.85	90.25	89.32
Mammographic	74.73	77.68	76.79	79.46
Australian	85.83	88.84	88.84	90.78