diff --git "a/classification/UCR/GestureMidAirD2/GestureMidAirD2_TRAIN.ts" "b/classification/UCR/GestureMidAirD2/GestureMidAirD2_TRAIN.ts" new file mode 100644--- /dev/null +++ "b/classification/UCR/GestureMidAirD2/GestureMidAirD2_TRAIN.ts" @@ -0,0 +1,295 @@ +## GestureMidAir dataset +# +#Data contain 3D hand trajectories collected with Leap Motion device. There are 13 subjects, each performs 26 interface-command gestures. Each gesture is encoded as a sequence of 3D points, representing the position of the dominant-hand forefinger. +# +#There are 26 classes corresponding to unique gestures. See Fig. 1 of [2] for the list of gestures and their visualisation. +# +#- Class 1: arc3Dleft +#- Class 2: arc3Dright +#- Class 3: caret +#- Class 4: check +#- Class 5: circle +#- Class 6: curly-bracket-left +#- Class 7: curly-bracket-right +#- Class 8: delete +#- Class 9: left-swipe +#- Class 10: pigtail +#- Class 11: poly3Dxyz +#- Class 12: poly3Dxzy +#- Class 13: poly3Dyxz +#- Class 14: poly3Dyzx +#- Class 15: poly3Dzxy +#- Class 16: poly3Dzyx +#- Class 17: rectangle +#- Class 18: right-swipe +#- Class 19: spiral +#- Class 20: square-bracket-left +#- Class 21: square-bracket-right +#- Class 22: star +#- Class 23: triangle +#- Class 24: v +#- Class 25: x +#- Class 26: zig-zag +# +#We make three datasets out of these data. We follow the original paper (see [2]) and use data of 8 subjects for training and 5 subjects for testing. Data of a same subjects does not appear in both train and test set. +# +### GestureMidAirD1 +# +#Train size: 208 +# +#Test size: 130 +# +#Missing value: No +# +#Number of classses: 26 +# +#Time series length: Vary +# +### GestureMidAirD2 +# +#Train size: 208 +# +#Test size: 130 +# +#Missing value: No +# +#Number of classses: 26 +# +#Time series length: Vary +# +### GestureMidAirD3 +# +#Train size: 208 +# +#Test size: 130 +# +#Missing value: No +# +#Number of classses: 26 +# +#Time series length: Vary +# +#There is nothing to infer from the order of examples in the train and test set. +# +#We pad NaN to the end of each time series to the length of the longest time series. +# +#Data created by Fabio M. Caputo et al. (see [1], [2]). Data edited by Hoang Anh Dau. +# +#[1] https://github.com/giach68/gesturesCodes +# +#[2] Caputo, Fabio M., et al. “Comparing 3D trajectories for simple mid-air gesture recognition.” Computers & Graphics 73 (2018): 17-25. +@problemName GestureMidAirD2 +@timeStamps false +@missing false +@univariate true +@equalLength false +@classLabel true 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 +@data 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