A Novel Fixed Low-Rank Constrained EEG Spatial Filter Estimation with Application to Movie-Induced Emotion Recognition

<div>Comparative analysis of classification error rate to fix different methods; the proposed method with low-rank 6 (LR-6), elastic net (ElasticNet), linear discriminant analysis (LDA), quadratic discriminant analysis (QDA), linear SVM (L-SVM), and SVM with RBF kernel (R-SVM).</div>

Computational Intelligence and Neuroscience

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Figure 6

Figure 6: A Novel Fixed Low-Rank Constrained EEG Spatial Filter Estimation with Application to Movie-Induced Emotion Recognition 