Table 5 Comparison of experimental results between PSO-FS and HSPSO-FS on the Arrhythmia dataset.

From: Research on hybrid strategy Particle Swarm Optimization algorithm and its applications

Model

Length of feature subset

Accuracy (%)

PSO-FS (best)

143.0

0.791

HSPSO-FS (best)

6.0

0.802