Combining Spatial Filtering and Wavelet Transform for Classifying Human Emotions Using EEG Signals

K nearest neighbor (KNN) outperformed linear discriminant analysis (LDA) by offering a maximum average classification rate of 83.04% on 62 channels and 79.17% on 24 channels, respectively.