The effectiveness of workload identification is one the critical aspects in a monitoring instrument mental state. In this field, usually recognized as binary classes. There are scarce studies toward multiclass because challenge success much tough, even though more class added. Besides, most existing only utilized spectral power features from individual channels but ignoring abundant interchanne...