The results of 10-fold cross validation for the proposed method versus Tabassian’s method, SVM, LDA, and MLP over the dataset IIa of BCI competition IV.

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The results of 10-fold cross validation for the proposed method versus Tabassian’s method, SVM, LDA, and MLP over the dataset IIa of BCI competition IV.

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Confusion matrix with by-class classification error for the inner speech condition.

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Confusion matrix with by-class classification error for the inner speech condition.

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Subject-specific classification results for each subject for the BCI IV dataset (in %).

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Subject-specific classification results for each subject for the BCI IV dataset (in %).

Figshare2025-01-16 更新30

Subject-specific classification results for each subject for the BCI IV dataset (in %).

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