The International Journal of Fuzzy Logic and Intelligent Systems

eISSN 2093-744X
pISSN 1598-2645

Classification results for each dataset

DatasetMethodAccuracyNumber of parametersNumber of input nodes removed
BrainDNNs0.979 ± 0.06450,8800
Proposed method (linear kernel)0.967 ± 0.0002,4900
Proposed method (RBF kernel)0.985 ± 0.01722,3000
Proposed sparse method (RBF kernel)0.912 ± 0.0591,2604 (20%)

BVDNNs0.868 ± 0.0304,304,0000
Proposed method (linear kernel)0.767 ± 0.02096,9000
Proposed method (RBF kernel)0.889 ± 0.02524,4700
Proposed sparse method (RBF kernel)0.866 ± 0.0253,6703 (15%)
International Journal of Fuzzy Logic and Intelligent Systems 2021;21:205~212 https://doi.org/10.5391/IJFIS.2021.21.3.205
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