Table 5: Global best MLP solutions for emotional state classification.

ExperimentGeneration
12345678910

1Layers3322211111
Neurons2, 8, 135, 12, 817, 1721, 1321, 1366666
Accuracy ()74.155793.386595.028195.028195.028195.684895.684895.684895.684895.6848

2Layers1221111111
Neurons1238, 1938, 198888151515
Accuracy ()95.156395.497195.497195.590995.590995.590995.590996.106996.106996.1069

3Layers3222222222
Neurons7, 8, 37, 87, 87, 85, 85, 85, 89, 59, 59, 5
Accuracy ()90.62593.12593.12593.12594.043194.043194.043194.371494.371494.3714