diff --git "a/classification/UCR/PigArtPressure/PigArtPressure_TRAIN.ts" "b/classification/UCR/PigArtPressure/PigArtPressure_TRAIN.ts" new file mode 100644--- /dev/null +++ "b/classification/UCR/PigArtPressure/PigArtPressure_TRAIN.ts" @@ -0,0 +1,166 @@ +## InternalBleeding dataset +# +#The original data are from 52 pigs having three vital signs monitored before and after an induced injury. +# +#We make three datasets out of this data. +# +#Class is the individual pig. In the training set, a class is represented by two examples: the first 2000 data points of the *before* time series and the first 2000 data points of the *after* time series. +# +#In the test set, a class is represented by four examples, the second and third 2000 data points of the *before* time series and the second and third 2000 data points of the *after* time series. +# +### PigAirwayPressure +#Airway pressure measurements +# +#Train size: 104 +# +#Test size: 208 +# +#Missing value: No +# +#Number of classses: 52 +# +#Time series length: 2000 +# +### PigArtPressure +#Arterial blood pressure measurements +# +#Train size: 104 +# +#Test size: 208 +# +#Missing value: No +# +#Number of classses: 52 +# +#Time series length: 2000 +# +### PigCVP +#Central venous pressure measurements +# +#Train size: 104 +# +#Test size: 208 +# +#Missing value: No +# +#Number of classses: 52 +# +#Time series length: 2000 +# +#There is nothing to infer from the order of examples in the train and test set. +# +#Data created by Mathie Guillame-Bert et al. (see [1]). Data edited by Shaghayegh Gharghabi and Eamonn Keogh. +# +#[1] Guillame-Bert, Mathieu, and Artur Dubrawski. "Classification of time sequences using graphs of temporal constraints." The Journal of Machine Learning Research 18.1 (2017): 4370-4403. +@problemName PigArtPressure +@timeStamps false +@missing false +@univariate true +@equalLength true +@seriesLength 2000 +@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 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 +@data 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