Advances in Artificial Intelligence / 2013 / Article / Tab 3

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 classifierMSETest success (%)
MSE over the training setMSE over the test setSensitivitySpecificityAccuracy

9 0.032696.1510096.77