Complexity / 2019 / Article / Tab 8

Research Article

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 79.8183.84 79.784.44
Emotional State 96.1196.86 96.2397.06
MindBigData Digits 27.07 10.7731.35 9.94

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