Table 2 Parameter settings of the particle swarm based hybrid system.
From: A particle swarm based hybrid system for imbalanced medical data sampling
Parameter | Value |
|---|---|
Size of Classification Committee | 5 |
Number of Evaluation Metrics | 3 |
Size of Particle Population | 100 |
Iteration | 150 |
Update Rule | Sigmoid Function |
Cognitive Constant | 1.43 |
Social Acceleration Constant | 1.43 |
Inertia Weight | 0.689 |
Velocity Bound | 0.018-0.982 |
Fitness Weight | w1 = w2 = w3 = 1/3 |