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Table 1 Comparison of NN models. PPV = Predictive Positive Value, NPV = Predictive Negative Value, ROC = area under the ROC curve.

From: Neural network analysis in pharmacogenetics of mood disorders

Network type

Error

Performance

sensitivity

specificity

PPV

NPV

ROC

Youden's J

Linear

0.447

0.636

67.12

56.34

75.97

45.46

0.687

0.23

RBF

0.449

0.691

85.61

35.21

73.10

54.35

0.664

0.21

MLP (1 – 7)

0.439

0.682

77.50

51.20

76.35

52.17

0.731

0.28