Research Article

Improved SpikeProp for Using Particle Swarm Optimization

Table 8

Result of testing in terms of accuracy.

ā€‰Testing
SpikePropModel 1Model 2Model 5BP

Breast cancer48.8262.753.4663.2832.21
BTX60.5271.1570.4273.5741.77
Diabetes25.9944.4543.3150.818
Heart32.8145.438.5651.8114.64
Hepatitis8.7818.4216.523.654.33
Iris77.6684.6680.7396.0350.03
Liver8.5528.5520.4828.792.8
Wine56.8470.5367.5373.2440.13