Figure 7. Samples of MSFDE dataset-Impact of Ethnic Group on Human Emotion Recognition Using Backpropagation Neural Network
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We performed groups of experiments to study the impact of ethnic group (race) in the
accuracy of emotion recognition with three kinds of ethnic groups (Asian, Caucasian as African).
So we have three experiments, each experiment has a neural network as a classifier, and each neural
network has three layers where there are 16 neurons in the hidden layer except Asian network has
17 neurons (the best result with 17 neurons for Asians).