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Detailed accuracy metrics of LightWaveS-L1, L2 and L1L2-1500 variants

Dataset L1 L2 L1L2-1500
Mean Std Mean Std Mean Std
ArticularyWordRecognition 0.997 0 0.98 0 0.993 0
AtrialFibrillation 0.267 0 0.067 0 0.2 0
BasicMotions 1 0 1 0 1 0
CharacterTrajectories 0.98 0 0.983 0 0.987 0
Cricket 0.972 0 0.944 0 0.986 0
DuckDuckGeese 0.4 0 0.36 0 0.42 0
ERing 0.967 0 0.922 0 0.974 0
EigenWorms 0.809 0 0.962 0 0.969 0
Epilepsy 0.986 0 0.978 0 0.993 0
EthanolConcentration 0.551 0 0.559 0 0.631 0
FaceDetection 0.622 0.008 0.504 0.008 0.618 0.007
FingerMovements 0.58 0 0.49 0 0.53 0
HandMovementDirection 0.27 0 0.243 0 0.297 0
Handwriting 0.329 0 0.279 0 0.388 0
Heartbeat 0.766 0 0.761 0 0.737 0
JapaneseVowels 0.932 0 0.935 0 0.965 0
LSST 0.402 0.035 0.343 0.004 0.425 0.014
Libras 0.872 0 0.794 0 0.928 0
MotorImagery 0.49 0 0.52 0 0.52 0
NATOPS 0.644 0 0.633 0 0.622 0
PEMS-SF 0.896 0 0.861 0 0.879 0
PenDigits 0.943 0.003 0.922 0.002 0.958 0.001
Phoneme 0.179 0.008 0.143 0.018 0.222 0.004
RacketSports 0.862 0 0.763 0 0.888 0
SelfRegulationSCP1 0.744 0 0.696 0 0.761 0
SelfRegulationSCP2 0.539 0 0.522 0 0.533 0
SpokenArabicDigits 0.967 0.003 0.966 0.002 0.98 0.002
StandWalkJump 0.4 0 0.6 0 0.533 0
UWaveGestureLibrary 0.9 0 0.738 0 0.931 0
TF1 0.958 0.01 0.941 0.005 0.944 0.006
TF2 0.877 0.007 0.907 0.004 0.927 0.003
TF3 0.965 0.009 0.935 0.01 0.956 0.008
TF4 0.796 0.008 0.867 0.006 0.876 0.006
MAFAULDA 0.745 0.01 0.68 0.014 0.833 0.01