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	1.0553𝑒−004	0.0326	96.15	100	96.77