NeuroscienceCortexPeer-reviewed
Evaluating the effects of regularization and cross-validation parameters on the performance of SVM-based decoding of EEG data
Guanghui Zhang, Xinran Wang, Kurt Winsler, Steven J. Luck
This study evaluates how SVM regularization and cross-validation parameters affect EEG decoding performance in binary and multiclass tasks, finding optimal settings for accuracy and effect size.
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