A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain-Machine Interaction

Table 8

Classification accuracy on the two optimised datasets by the DEvo MLP, LSTM, and selected boost method.

Dataset	Accuracy (%)		Boost Accuracy (%)
	DEvo MLP	LSTM	AB(DEvo MLP)	AB(LSTM)
Mental State	79.81	83.84	79.7	84.44
Emotional State	96.11	96.86	96.23	97.06
MindBigData Digits	27.07	10.77	31.35	9.94