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Table 11 Performance comparison of other methods

From: Feature selection using angle modulated simulated Kalman filter for peak classification of EEG signals

Author (year)

Method

Accuracy (%)

Proposed work (2016)

AMSKF-NNRW

98

Polat and Gunes (2008)

AIRS-PCA-FFT

100

Guler and Ubeyli (2005)

Wavelet-ANFIS

98.7

Subasi (2007)

Wavelet-MLPNN

93.6

Subasi (2007)

Wavelet-ME

95

Kannathal et al. (2005)

ANFIS

95

Guler et al. (2005)

Recurrent neural networks

96.8