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Table 2 Results of Comparing 1000 pairs of Artificial Neural Network (ANN) and Logistic Regression (LR) models

From: Comparison of artificial neural network and logistic regression models for prediction of mortality in head trauma based on initial clinical data

  LR(95% Confidence Interval) ANN(95% Confidence Interval) P <
Area under ROC curve .9538 (.9527 – .9549) .9646 (.9627 – .9665) 0.0000
H-L Statistics 53.13 (46.04 – 60.23) 41.51 (32.92 – 50.11) 0.015
Accuracy Rate 96.37 (96.32 – 96.42) 95.09 (94.93 – 95.24) 0.0000