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SpeedupOverMINIROCKET.md

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Inference speedup of LightWaveS with fixed seed (0) compared to MINIROCKET

Dataset L1 L2 L1L2 L1L2-1500
Mean Std Mean Std Mean Std Mean Std
ArticularyWordRecognition 5.8 0.8 4.2 0.5 4.3 0.5 2.5 0.3
AtrialFibrillation 3.9 0.4 2.1 0.1 2.1 0.2 1.3 0.1
BasicMotions 5.9 1.1 4 0.5 4.5 0.8 2.5 0.2
CharacterTrajectories 4.8 0.8 3.4 0.3 3.5 0.5 2.2 0.1
Cricket 4.1 0.4 2.4 0.1 2.9 0.1 1.4 0.1
DuckDuckGeese 164.8 10.9 115.4 3.3 114.8 5.8 53.9 1.5
ERing 6 0.9 4.2 0.6 4.5 0.9 2.9 0.4
EigenWorms 3.5 0.2 2.1 0 2.1 0 0.9 0
Epilepsy 4.2 0.4 2.8 0.2 3.8 0.4 1.8 0.1
EthanolConcentration 2.8 0.1 1.8 0.1 2.4 0.1 1 0
FaceDetection 46.8 5.5 33.5 4.4 32.9 5.6 17.8 1.4
FingerMovements 14.3 2 9.9 1.7 10.3 1.4 5.9 0.5
HandMovementDirection 5.7 0.3 3.6 0.2 3.5 0.2 1.6 0.1
Handwriting 4.7 0.7 3.2 0.4 3.5 0.4 2 0.1
Heartbeat 12.2 1 7.7 0.5 8.1 0.3 3.2 0.1
JapaneseVowels 9.7 1 7.5 1 7.5 1 5 0.6
LSST 7.6 0.9 5.9 0.8 6.2 1.1 3.8 0.7
Libras 5.7 0.7 4.1 0.6 4.7 0.7 3.2 0.6
MotorImagery 7.5 0.2 4.4 0.1 4.5 0.1 1.7 0
NATOPS 13 1.6 8.9 1.3 10.3 1.5 5.9 0.6
PEMS-SF 175.5 22.4 128.5 12.1 127.6 13.5 58.2 2.1
PenDigits 7.1 1.7 6.3 1 6.7 1.3 5.1 0.8
Phoneme 6.8 0.8 4.3 0.3 4.5 0.3 2.1 0.1
RacketSports 7.7 1 5.5 0.7 5.8 0.8 3.4 0.4
SelfRegulationSCP1 4 0.2 2.4 0.1 2.6 0.1 1.1 0
SelfRegulationSCP2 4 0.2 2.4 0.1 2.5 0.1 1 0
SpokenArabicDigits 8.7 1.4 6 0.8 6.6 0.9 3.4 0.3
StandWalkJump 3 0.1 1.8 0 1.9 0 0.8 0
UWaveGestureLibrary 4.4 0.4 2.6 0.2 3.2 0.2 1.5 0.1
TF1 10.2 1 8.8 1.3 8.8 1.3 6 0.8
TF2 10.9 1.6 9.7 1.2 9.9 1.8 7.4 1.4
TF3 12.6 1.7 9.9 1.7 10.7 1.5 6.7 0.8
TF4 14.6 2.1 12.8 1.6 12.6 1.5 7.6 1.3
MAFAULDA 3.9 0.6 2.6 0.3 2.7 0.4 1.2 0.1