Skip to main content

Advertisement

Table 4 Inputs selected by FNN

From: Combinational risk factors of metabolic syndrome identified by fuzzy neural network analysis of health-check data

Study Input number Baseline (%) FNN Accuracy (%) number of subject Input characteristic
     multiple linear regression multiple logistic regression Case Healthy control 1 input 2 inputs
Original Study 1 input 63.46 73.88 69.23 73.72 57 99 γ-GTP (IU/L)
  2 inputs 63.71 77.43 75.81 75.81 45 79 γ-GTP (IU/L) WBC (cells/μL)
Replication Study 1 input 50.00 64.96 64.18 66.44 2196 2196 γ-GTP (IU/L)
  2 inputs 50.00 67.14 66.10 68.53 2196 2196 γ-GTP (IU/L) WBC (cells/μL)