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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