Improved SpikeProp for Using Particle Swarm Optimization

Table 5

Analysis for Model 2.

	Training Model 2				Testing Model 2
	MSE	RMSE	MAPE	MAD	MSE	RMSE	MAPE	MAD
Breast cancer	0.472	0.451	40.922	0.902	0.489	0.465	37.977	0.930
BTX	1.256	0.191	32.779	1.338	1.899	0.253	44.841	1.774
Diabetes	0.248	0.251	23.103	0.503	0.290	0.283	25.455	0.566
Heart	0.360	0.326	29.344	0.653	0.327	0.307	26.355	0.614
Hepatitis	0.523	0.500	42.233	1.001	0.452	0.435	43.929	0.872
Iris	0.438	0.278	34.668	0.835	0.117	0.377	18.335	1.131
Liver	0.419	0.379	34.285	0.759	0.444	0.397	34.289	0.795
Wine	0.365	0.229	28.329	0.688	0.358	0.229	28.679	0.689