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Table 3 Performance comparison with cutting-edge MDD detection methods

From: A novel EEG-based major depressive disorder detection framework with two-stage feature selection

Method

Sen

Spec

Acc

F1

[9]

–

–

0.9000

–

[10]

0.9490

0.8090

0.8790

–

[11]

0.9444

–

0.8912

–

[12]

–

–

0.8500

–

[17]

0.9666

1.0000

0.9840

–

[18]

0.9990

0.9500

0.9800

0.9700

[13]

–

–

0.7927

–

[49]

–

–

0.8833

–

SVM-DF

0.9714

1.0000

0.9895

0.9846