資料下載
fold results CSV subject summary CSV group summary CSV run config JSON群組平均準確率
| Group | Model | N subjects | Accuracy | Balanced accuracy |
|---|---|---|---|---|
| 正常人 | EEGNet | 10 | 0.771 ± 0.150 | 0.771 ± 0.150 |
| 正常人 | New_Net_V2 | 10 | 0.740 ± 0.125 | 0.740 ± 0.125 |
| 正常人 | ShallowConvNet | 10 | 0.789 ± 0.138 | 0.789 ± 0.138 |
| 中風患者 | EEGNet | 5 | 0.771 ± 0.168 | 0.768 ± 0.173 |
| 中風患者 | New_Net_V2 | 5 | 0.791 ± 0.146 | 0.789 ± 0.150 |
| 中風患者 | ShallowConvNet | 5 | 0.828 ± 0.168 | 0.827 ± 0.170 |
單一受試者準確率
正常人
| Subject | Label | Left/Right valid | EEGNet | New_Net_V2 | ShallowConvNet |
|---|---|---|---|---|---|
| sub1 | sub1 - 30y male (Lofan) | 99 / 103 | 0.911 ± 0.032 | 0.896 ± 0.058 | 0.955 ± 0.032 |
| sub2 | sub2 - 29y male (Sean) | 102 / 100 | 0.960 ± 0.014 | 0.836 ± 0.077 | 0.821 ± 0.070 |
| sub3 | sub3 - 29y female (Janice) | 100 / 100 | 0.880 ± 0.060 | 0.890 ± 0.052 | 0.935 ± 0.045 |
| sub9 | sub9 - 23y female (潘俐伃) | 100 / 100 | 0.525 ± 0.066 | 0.580 ± 0.084 | 0.670 ± 0.048 |
| sub10 | sub10 - 20y male (李耀凱) | 100 / 100 | 0.755 ± 0.089 | 0.725 ± 0.073 | 0.790 ± 0.052 |
| sub11 | sub11 - 25y female (游郁慈) | 100 / 100 | 0.910 ± 0.052 | 0.865 ± 0.052 | 0.955 ± 0.021 |
| sub12 | sub12 - 24y male (林子競) | 100 / 101 | 0.781 ± 0.032 | 0.622 ± 0.091 | 0.712 ± 0.125 |
| sub13 | sub13 - 22y female (陳姿穎) | 100 / 99 | 0.769 ± 0.055 | 0.739 ± 0.057 | 0.833 ± 0.087 |
| sub14 | sub14 - 20y female (鍾沂蓁) | 100 / 100 | 0.565 ± 0.089 | 0.595 ± 0.045 | 0.555 ± 0.037 |
| sub15 | sub15 - 20y female (呂佳蓁) | 100 / 100 | 0.655 ± 0.065 | 0.650 ± 0.035 | 0.660 ± 0.114 |
中風患者
| Subject | Label | Left/Right valid | EEGNet | New_Net_V2 | ShallowConvNet |
|---|---|---|---|---|---|
| pat1 | pat1 - 54y female (楊琇惠)(右腳癱)(Br3) | 87 / 85 | 0.872 ± 0.087 | 0.843 ± 0.043 | 0.872 ± 0.044 |
| pat2 | pat2 - 71y female (胡呂玉勤)(右腳癱)(Br3) | 104 / 116 | 0.855 ± 0.057 | 0.900 ± 0.038 | 0.950 ± 0.034 |
| pat3 | pat3 - 52y male (許竝毓)(右腳癱)(Br3) | 82 / 91 | 0.526 ± 0.037 | 0.572 ± 0.050 | 0.544 ± 0.091 |
| pat4 | pat4 - 53y male (許竝毓)(右腳癱)(Br4-5) | 102 / 102 | 0.932 ± 0.040 | 0.922 ± 0.058 | 0.951 ± 0.017 |
| pat5 | pat5 - 69y female (戴秋蓮)(左腳癱)(Br3) | 84 / 86 | 0.671 ± 0.101 | 0.718 ± 0.034 | 0.824 ± 0.055 |