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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