Skip to main content

Advertisement

Table 2 Performance comparison for the Heart problem

From: An incremental learning algorithm for the hybrid RBF-BP network classifier

Method N H neurons Training time(s) Training η o Testing η o Testing η a
SGBP 7 0.95 95.01 46.09 48.42
KM-RBF 7 0.78 82.19 75.22 75.30
SVM 39a 0.08 100 77.39 81.81
ELM 10 0 87.67 77.83 77.66
ILRBF-BP 11 and 5b 0.66 91.78 80.43 80.07
  1. aSupport vectors
  2. bRBF and BP hidden neurons