Research Article
Neural Network-Based Coronary Heart Disease Risk Prediction Using Feature Correlation Analysis
Table 7
Results of ROC curve using validation set.
| | | | 95% Confidence Interval | ROC curve | value | Lower bound | Upper bound |
| LR | 0.713 ± 0.010 | 0.001 | 0.693 | 0.732 | NN | 0.735 ± 0.010 | 0.001 | 0.716 | 0.754 | FSNN | 0.741 ± 0.010 | 0.001 | 0.722 | 0.760 | FRS | 0.393 ± 0.010 | 0.001 | 0.373 | 0.414 | NN_FCA | 0.749 ± 0.010 | 0.001 | 0.731 | 0.768 |
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