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. 2019 Nov 26;19:126. doi: 10.1186/s12902-019-0456-2

Table 10.

Comparison of the area under the ROC of the three models

Predictive model SE Z P
BP Neural network model vs Logistic Regression model 0.0111 6.210 < 0.001
Logistic Regression model vs Decision tree model 0.0100 1.310 0.190
BP Neural network model vs Decision tree model 0.0108 7.649 < 0.001