Research Article
A Novel Learning Scheme for Chebyshev Functional Link Neural Networks
Table 9
Heart disease classification performance of HCFLANN models.
| Data subset | Error in training set | Error 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 | 13/133 | 12/107 | 1/17 | 2/13 | 0.30 | 0.36 | Heart3 | 12/134 | 13/106 | 5/16 | 1/14 | 0.32 | 0.33 | Heart4 | 13/133 | 10/107 | 4/17 | 1/13 | 0.26 | 0.30 | Heart5 | 13/133 | 15/107 | 3/17 | 2/13 | 0.37 | 0.43 | Heart6 | 13/134 | 12/106 | 5/16 | 1/14 | 0.30 | 0.30 | Heart7 | 14/133 | 13/107 | 1/17 | 2/13 | 0.33 | 0.37 | Heart8 | 16/133 | 16/107 | 0/17 | 2/13 | 0.40 | 0.33 | Heart9 | 18/134 | 10/106 | 2/16 | 1/14 | 0.28 | 0.23 |
| Mean | | | | | 0.32 | 0.31 |
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