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Performance results for prediction of risk of pneumonia.
| Model | Prediction performance on training data |
Prediction performance on validation data |
||||
|---|---|---|---|---|---|---|
| Accuracy | Sensitivity | Specificity | Accuracy | Sensitivity | Specificity | |
| SVR | 81.55% | 0.75 | 0.82 | 80% | 0.67 | 0.82 |
| MLPR | 81.54% | 0.76 | 0.83 | 80% | 0.67 | 0.82 |
Abbreviations: MLPR = Multi-Layer Perceptron Regression; SVR = Support Vector Regression.
