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. 2019 Dec;36(6):916–923. [Article in Chinese] doi: 10.7507/1001-5515.201812041

表 3. Classification results of EEG signals rPSD of each rhythm.

EEG 信号各个节律 rPSD 的分类效果

输入特征 性能度量 NB SVM
CT MT LS LR CT MT LS LR
P δ mPr 52% 52% 52% 52% 61% 55% 55% 57%
mRe 52% 52% 52% 52% 62% 56% 56% 57%
P θ mPr 66% 66% 66% 67% 68% 67% 67% 69%
mRe 66% 66% 66% 67% 68% 68% 68% 69%
P α mPr 68% 68% 66% 67% 66% 65% 61% 64%
mRe 68% 68% 66% 67% 66% 64% 61% 64%
P β mPr 76% 76% 75% 73% 76% 72% 74% 74%
mRe 76% 76% 75% 73% 76% 72% 74% 74%