Advances in Artificial Neural Systems / 2011 / Article / Tab 8

Research Article

A Novel Learning Scheme for Chebyshev Functional Link Neural Networks

Table 8

Heart disease classification performance of FLANN models.

Data subsetError in training  setError in test  set
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

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