An Optimized Neural Network Classification Method Based on Kernel Holistic Learning and Division

Table 1

Descriptions of the classification datasets.

Datasets	No. of features	No. of classes	No. of samples
			Training	Validation	Testing
DM	2	2	50–350	200	3000
CC	2	2	50–350	200	3000
Blood	4	2	374	187	187
Climate	18	2	270	135	135
HD	13	2	151	76	76
Sonar	60	2	104	52	52
SH	22	2	80	47	140
IS	19	7	210	1000	1100
Forest	27	4	198	100	225
Svmguide1	6	2	3089	1500	2500
Wilt	4	2	3000	1339	500