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