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Table 4 Obtained results of LBP features

From: Time–frequency texture descriptors of EEG signals for efficient detection of epileptic seizure

Researchers

Method

Accuracy (%)

Polat et al. [22]

FFT, decision tree

98.72

Subasi [6]

DWT, mixture of expert model.

95

Fu et al. [11]

Hilbert–Huang Transform, SVM

99.125

Wang et al. [23]

WT, Entropy, k-NN

99-100

This paper

LBP, SVM, LIBLINEAR

100

This paper

GLCM, HM, LIBLINEAR

100

  1. The bold numbers show the highest accuracies