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Table 7 Area under ROC curve of different hidden layer nodes with two hidden layers in the BP neural network model (N = 4177)

From: Application of three statistical models for predicting the risk of diabetes

Number of first hidden layer nodesNumber of second hidden layer nodesThe area under ROC curve (95%Cl)ZP
410.724(0.710–0.737)18.900< 0.0001
420.736(0.722–0.747)18.895< 0.0001
430.745(0.731–0.758)20.495< 0.0001
440.748(0.734–0.761)19.944< 0.0001
510.752(0.739–0.765)19.326< 0.0001
520.760(0.746–0.773)23.355< 0.0001
530.753(0.740–0.766)19.337< 0.0001
540.750(0.737–0.763)20.810< 0.0001
610.741(0.725–0.752)19.730< 0.0001
620.742(0.726–0.753)20.365< 0.0001
630.740(0.724–0.751)19.095< 0.0001
640.737(0.721–0.748)18.460< 0.0001