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Classification performance (with standard error across cross-validation runs) for the best frequency band using the common spatial pattern algorithm with the Artifacts Suppressed approach.

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https://figshare.com/articles/dataset/Classification_performance_with_standard_error_across_cross-validation_runs_for_the_best_frequency_band_using_the_common_spatial_pattern_algorithm_with_the_Artifacts_Suppressed_approach_/9819635
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Frequency band chosen based on F1 score. Average performance (with standard deviation across participants) is given by the best frequency band for each participant. Observed MW rate reflects the MW rate of the processed epochs after epoch removal, and therefore may not be the exact rate of MW observed in the probe responses. Predicted MW rate is the rate at which the machine learning model predicts MW.
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2019-09-12
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