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Model performance per subject, as measured by AUC and MCC.

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posted on 12.05.2021, 17:43 by Henry W. Dong, Caitlin Mills, Robert T. Knight, Julia W. Y. Kam

AUC performance for each subject for both models (SVM and logistic regression) is shown in top panel; chance is noted by the black horizontal line at 0.5. MCC performance for each subject is shown in bottom panel; chance is noted by the black horizontal line at 0. AUC = area under the curve; MCC = Matthews correlation coefficient; SVM = support vector machine.

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