Results
=======
given Classification
--------------------
Bewegungen mit EEG: 30.59%
Bewegungen mit EMG: 26.4112%
Move/Rest EMG: 53.7683%
Move/Rest EEG: 53.2012%

new Classification
------------------
Move/Rest EMG : 99.9535%
Bewegungen EMG: 77.7352% bzw. 55.8440% wenn 0.5s vorher einbezogen
EMG bei 1s Pause vor Bewegungsbeginn 70.4908% 
allSubjectsAllDays
default: pburgOrder 50, EMGwindow 0.2, 1s Pause, c=1 fest, minFreq=0, maxFreq=200
EMG: 56.11%, EEG: 42.2% (default)
EMG: 55.71%, EEG: 33.32% (default, minFrequ=8, maxFreq=30)
EMG: 28.25%, EEG: 44.62% (default, windowEMG=1s)

new default, including kinematics: (threshold=10000, pause0 (0.5s pause, 0.5s included))
EMG: 56.76%, EEG: 41.51%, corrEMG: 0.0984,0.1382,0.0446, corrEEG: 0.2409,0.2693,0.1729
EMG: 55.96%, EEG: 41.91%, corrEMG: 0.0977,0.1379,0.0441, corrEEG: 0.2341,0.2527,0.1751 (pBurg=100)
EMG: 56.31%, EEG 41.78%, corrEMG: 0.0968, 0.1380, 0.0445, corrEEG: 0.2425, 0.2601, 0.1721 (pBurg=70)
EMG: 68.00%, EEG: 43.91%, corrEMG: 0.1047,0.1512,0.0464, corrEEG: 0.2473,0.2798,0.1797 (pause=1)

including LF:
EMG: 58.77%, EEG: 41.69%, LF: 31.89%, corrEMG: 0.0930,0.1326,0.0411, corrEEG: 0.2442,0.2696,0.1720, corrLF: 0.1344,0.1933,0.0751
EMG: 71.06%, EEG: 44.04%, LF: 33.41%, corrEMG: 0.0984,0.1455,0.0430, corrEEG: 0.2464,0.2741,0.1795, corrLF: 0.1380,0.1958,0.0801 (pause=1)

other
-----
correlation for Position instead of movement (one day)
EMG: 0.2982,0.2757,0.1178
all days & subjects:
EMG: 0.1851,0.2115,0.1227 EEG: 0.3795,0.3756,0.3411
CV:
maxRidgeParam: 1 (chosen from 0.001, 0.01, 0.1, 1)
maxCexp: instabil: mean: EEG 0.1, EMG -0.7; std: EEG 1.729, EMG 1.567