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. 2020 Aug 17;20(16):4629. doi: 10.3390/s20164629

Table 3.

Average accuracies for the benchmark and CNN classifiers trained on imagined words.

Benchmark Methods CNN Methods
SVM RdF rLDA Shallow Deep EEGNet
Intra Inter Intra Inter Intra Inter Intra Inter Intra Inter Intra Inter
Accuracy 18.71 18.36 18.37 18.72 20.77 21.03 24.88 24.35 24.42 24.78 24.46 24.90
Std. 2.90 2.46 2.83 3.16 2.66 2.18 1.59 1.95 1.91 1.78 1.75 0.93
Max. 23.79 23.79 22.56 23.42 24.13 25.00 27.38 28.22 30.36 28.36 28.35 26.54