| Dataset | Original Channels | L1 | L2 | L1L2 | L1L2-1500 | ||||
|---|---|---|---|---|---|---|---|---|---|
| Mean | Std | Mean | Std | Mean | Std | Mean | Std | ||
| ArticularyWordRecognition | 9 | 7 | 0 | 8 | 0 | 7 | 0 | 7 | 0 |
| AtrialFibrillation | 2 | 2 | 0 | 2 | 0 | 2 | 0 | 2 | 0 |
| BasicMotions | 6 | 5 | 0 | 5 | 0 | 5 | 0 | 5 | 0 |
| CharacterTrajectories | 3 | 3 | 0 | 3 | 0 | 3 | 0 | 3 | 0 |
| Cricket | 6 | 6 | 0 | 4 | 0 | 6 | 0 | 6 | 0 |
| DuckDuckGeese | 1345 | 102 | 0 | 124 | 0 | 98 | 0 | 174 | 0 |
| ERing | 4 | 4 | 0 | 4 | 0 | 4 | 0 | 4 | 0 |
| EigenWorms | 6 | 6 | 0 | 6 | 0 | 6 | 0 | 6 | 0 |
| Epilepsy | 3 | 3 | 0 | 3 | 0 | 2 | 0 | 3 | 0 |
| EthanolConcentration | 3 | 3 | 0 | 3 | 0 | 3 | 0 | 3 | 0 |
| FaceDetection | 144 | 106.05 | 6.92 | 134.38 | 2.48 | 117.78 | 6.89 | 142.87 | 1.42 |
| FingerMovements | 28 | 28 | 0 | 28 | 0 | 28 | 0 | 28 | 0 |
| HandMovementDirection | 10 | 10 | 0 | 10 | 0 | 10 | 0 | 10 | 0 |
| Handwriting | 3 | 3 | 0 | 3 | 0 | 3 | 0 | 3 | 0 |
| Heartbeat | 61 | 46 | 0 | 51 | 0 | 42 | 0 | 58 | 0 |
| JapaneseVowels | 12 | 6 | 0 | 10 | 0 | 4 | 0 | 10 | 0 |
| LSST | 6 | 4.9 | 0.84 | 4.83 | 0.69 | 4.5 | 0.97 | 5.7 | 0.46 |
| Libras | 2 | 2 | 0 | 2 | 0 | 2 | 0 | 2 | 0 |
| MotorImagery | 64 | 64 | 0 | 64 | 0 | 64 | 0 | 64 | 0 |
| NATOPS | 24 | 6 | 0 | 6 | 0 | 6 | 0 | 6 | 0 |
| PEMS-SF | 963 | 113 | 0 | 209 | 0 | 132 | 0 | 300 | 0 |
| PenDigits | 2 | 2 | 0 | 2 | 0 | 2 | 0 | 2 | 0 |
| Phoneme | 11 | 11 | 0 | 11 | 0 | 11 | 0 | 11 | 0 |
| RacketSports | 6 | 6 | 0 | 6 | 0 | 6 | 0 | 6 | 0 |
| SelfRegulationSCP1 | 6 | 6 | 0 | 6 | 0 | 6 | 0 | 6 | 0 |
| SelfRegulationSCP2 | 7 | 7 | 0 | 7 | 0 | 7 | 0 | 7 | 0 |
| SpokenArabicDigits | 13 | 8.47 | 0.57 | 8.83 | 0.38 | 8 | 0.52 | 9.27 | 0.45 |
| StandWalkJump | 4 | 4 | 0 | 4 | 0 | 4 | 0 | 4 | 0 |
| UWaveGestureLibrary | 3 | 3 | 0 | 3 | 0 | 3 | 0 | 3 | 0 |
| TF1 | 26 | 11.38 | 2.11 | 19.23 | 1.87 | 13.53 | 1.79 | 20.23 | 1.74 |
| TF2 | 26 | 21.63 | 0.49 | 20.2 | 0.76 | 21.23 | 0.5 | 22.93 | 0.83 |
| TF3 | 26 | 22.72 | 1.65 | 23.1 | 1.52 | 23.57 | 1.5 | 25.93 | 0.25 |
| TF4 | 26 | 19.73 | 0.52 | 25.07 | 0.94 | 20.33 | 0.96 | 25.97 | 0.18 |
| MAFAULDA | 8 | 8 | 0 | 8 | 0 | 8 | 0 | 8 | 0 |