Improved SpikeProp for Using Particle Swarm Optimization

Table 4

Analysis for Model 1.

	Training Model 1				Testing Model 1
	MSE	RMSE	MAPE	MAD	MSE	RMSE	MAPE	MAD
Breast cancer	0.356	0.361	35.261	0.723	0.367	0.372	36.268	0.745
BTX	1.270	0.199	35.596	1.398	1.763	0.247	43.785	1.730
Diabetes	0.241	0.245	22.650	0.490	0.284	0.277	25.778	0.555
Heart	0.2828	0.281	26.813	0.563	0.272	0.272	25.997	0.545
Hepatitis	0.483	0.448	42.640	0.896	0.494	0.457	43.609	0.915
Iris	0.351	0.251	33.270	0.754	0.112	0.147	18.38	0.443
Liver	0.360	0.340	31.854	0.680	0.383	0.357	33.332	0.714
Wine	0.312	0.196	25.033	0.590	0.305	0.196	25.269	0.589