Research Article
Predicting Asthma Outcome Using Partial Least Square Regression and Artificial Neural Networks
Table 3
Comparison between the original and the optimal MLP classifier.
| Feature size of the MLP classifier | MSE | Test success (%) | MSE over the training set | MSE over the test set | Sensitivity | Specificity | Accuracy |
| 48 | 0.2494 | 0.2190 | 100 | 0 | 83.87 | 9 | | 0.0326 | 96.15 | 100 | 96.77 |
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