Table 4: Global best MLP solutions for mental state classification.

ExperimentGeneration
12345678910

1Layers1111111111
Neurons17132626282727272727
Accuracy ()77.059877.988978.836878.836879.68579.806179.806179.806179.806179.8061

2Layers1212211122
Neurons35, 1847, 37, 988189, 2111, 3
Accuracy ()74.798176.211676.413677.180977.463777.504077.504077.705978.715778.7561

3Layers1111111111
Neurons10101028282828282828
Accuracy ()78.432978.432978.432979.68579.68579.68579.68579.68579.68579.685