Improved SpikeProp for Using Particle Swarm Optimization

Table 6

Analysis for Model 3.

	Training Model 3				Testing Model 3
	MSE	RMSE	MAPE	MAD	MSE	RMSE	MAPE	MAD
Breast cancer	0.350	0.355	34.812	0.711	0.361	0.367	35.863	0.734
BTX	0.972	0.162	27.401	1.138	1.592	0.226	39.155	1.585
Diabetes	0.211	0.212	20.218	0.425	0.251	0.245	23.496	0.491
Heart	0.252	0.250	24.543	0.501	0.241	0.240	23.634	0.481
Hepatitis	0.437	0.421	41.179	0.843	0.446	0.431	42.194	0.863
Iris	0.330	0.244	32.747	0.732	0.105	0.153	17.576	0.461
Liver	0.359	0.339	31.778	0.678	0.380	0.356	33.296	0.712
Wine	0.263	0.168	22.186	0.506	0.273	0.178	23.637	0.535