From: Detection of motor imagery based on short-term entropy of time–frequency representations
Accuracy (%) | ||||||||
---|---|---|---|---|---|---|---|---|
TFR | tfrsp | tfrrsp | tfrgabor | tfrrgab | tfrpwv | tfrrpwv | tfrspwv | tfrrspwv |
Feature type | Entropy | Entropy | Entropy | Entropy | Entropy | Entropy | Entropy | Entropy |
EE vs EF | 53.37 | 55.97 | 52.51 | 54.61 | 51.42 | 53.85 | 52.91 | 53.19 |
EE vs base | 63.13 | 67.76 | 63 | 76.25 | 72.39 | 87.01 | 66.88 | 58.23 |
EF vs base | 64.2 | 68.68 | 62.55 | 76.43 | 72.24 | 87.17 | 65.87 | 58.37 |
F1 score (%) | ||||||||
---|---|---|---|---|---|---|---|---|
EE vs EF | 51.81 | 55.42 | 51.78 | 54.83 | 51.74 | 53.31 | 52.18 | 52.33 |
EE vs base | 61.16 | 65.72 | 61.16 | 74.48 | 69.6 | 85.67 | 65.85 | 53.65 |
EF vs base | 62.41 | 66.87 | 60.45 | 74.29 | 69.7 | 85.73 | 64.47 | 53.23 |