A Novel Learning Scheme for Chebyshev Functional Link Neural Networks

Table 8

Heart disease classification performance of FLANN models.

Data subset	Error in training  set		Error in test  set		𝐶train	𝐶test
	Class 1	Class 2	Class 1	Class 2
Heart1	13/133	14/107	1/17	1/13	0.35	0.2
Heart2	14/133	12/107	2/17	1/13	0.31	0.23
Heart3	13/134	15/106	4/16	2/14	0.37	0.47
Heart4	13/133	10/107	1/17	4/13	0.26	0.7
Heart5	13/133	16/107	3/17	2/13	0.39	0.43
Heart6	13/134	14/106	6/16	0/14	0.35	0.2
Heart7	15/133	13/107	0/17	3/13	0.33	0.5
Heart8	18/133	17/107	1/17	0/13	0.43	0.03
Heart9	20/134	9/106	2/16	1/14	0.27	0.23
Mean					0.34	0.33