A Constructive Data Classification Version of the Particle Swarm Optimization Algorithm

Table 3

Accuracy (Pcc) and number of prototypes (NP) of cPSClass and ScPSClass.

Database	cPSClass		ScPSClass
	Pcc	NP	Pcc	NP
Iris	95.56±4.74	11.87±3.25	89.78±3.38	3.03±0.18
Yeast	100.0±0.0	23.90±5.19	100.0±0.0	4.0±0.0
Wine	93.54±2.59	15.87±3.43	95.0±2.54	7.23±0.86
Glass	60.35±7.66	22.60±5.06	52.63±8.85	6.83±0.38
Haberman	93.67±3.08	22.10±3.79	92.44±3.15	8.13±0.63
Ruspini	100.0±0.00	7.97±1.13	100.0±0.0	4.0±0.0
E.coli	89.68±2.86	17.97±3.58	84.73±6.45	5.73±0.78