Datasets:

AutonLab
/

Timeseries-PILE

@@ -62,3 +62,7 @@ classification/UCR/DuckDuckGeese/DuckDuckGeese_TEST.ts filter=lfs diff=lfs merge
 classification/UCR/DuckDuckGeese/DuckDuckGeese_TRAIN.ts filter=lfs diff=lfs merge=lfs -text
 classification/UCR/EigenWorms/EigenWorms_TEST.ts filter=lfs diff=lfs merge=lfs -text
 classification/UCR/EigenWorms/EigenWorms_TRAIN.ts filter=lfs diff=lfs merge=lfs -text

 classification/UCR/DuckDuckGeese/DuckDuckGeese_TRAIN.ts filter=lfs diff=lfs merge=lfs -text
 classification/UCR/EigenWorms/EigenWorms_TEST.ts filter=lfs diff=lfs merge=lfs -text
 classification/UCR/EigenWorms/EigenWorms_TRAIN.ts filter=lfs diff=lfs merge=lfs -text
+classification/UCR/FaceDetection/FaceDetection_TEST.ts filter=lfs diff=lfs merge=lfs -text
+classification/UCR/FaceDetection/FaceDetection_TRAIN.ts filter=lfs diff=lfs merge=lfs -text
+classification/UCR/FordA/FordA_TRAIN.ts filter=lfs diff=lfs merge=lfs -text
+classification/UCR/FordB/FordB_TRAIN.ts filter=lfs diff=lfs merge=lfs -text

classification/UCR/Epilepsy/Epilepsy_TEST.ts ADDED Viewed

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classification/UCR/Epilepsy/Epilepsy_TRAIN.ts ADDED Viewed

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classification/UCR/EthanolConcentration/EthanolConcentration_TEST.ts ADDED Viewed

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classification/UCR/EthanolConcentration/EthanolConcentration_TRAIN.ts ADDED Viewed

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classification/UCR/EthanolLevel/EthanolLevel_TEST.ts ADDED Viewed

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classification/UCR/EthanolLevel/EthanolLevel_TRAIN.ts ADDED Viewed

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classification/UCR/FaceAll/FaceAll_TEST.ts ADDED Viewed

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classification/UCR/FaceAll/FaceAll_TRAIN.ts ADDED Viewed

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classification/UCR/FaceDetection/FaceDetection_TEST.ts ADDED Viewed

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classification/UCR/FaceDetection/FaceDetection_TRAIN.ts ADDED Viewed

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classification/UCR/FaceFour/FaceFour_TEST.ts ADDED Viewed

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classification/UCR/FaceFour/FaceFour_TRAIN.ts ADDED Viewed

	@@ -0,0 +1,32 @@

+@problemName FaceFour
+@timeStamps false
+@missing false
+@univariate true
+@equalLength true
+@seriesLength 350
+@classLabel true 1 2 3 4
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+## Electrical Load Measurement dataset
+#
+#The collection of this data was part of the project titled Personalised Retrofit Decision Support Tools for UK Homes using Smart Home Technology (REFIT). The REFIT dataset includes data from 20 households from Loughborough area over the period 2013-2014 (see [1], [2]).
+#
+#We use data of freezers in House 1 to make two datasets. These two datasets share a same test set and only differ in the number of training instances.
+#
+#There are two classes, one representing the power demand of the fridge freezer in the kitchen, the other representing the power demand of the (less frequently used) freezer in the garage. They are hard to tell apart globally but they differ locally.
+#
+### FreezerRegularTrain
+#
+#Train size: 150
+#
+#Test size: 2850
+#
+#Missing value: No
+#
+#Number of classses: 2
+#
+#Time series length: 301
+#
+### FreezerSmallTrain
+#
+#Train size: 28
+#
+#Test size: 2850
+#
+#Missing value: No
+#
+#Number of classses: 2
+#
+#Time series length: 301
+#
+#We use data of House 20 to make one dataset. There are two classes. The first class is household aggregate usage of electricity. The second class is aggregate electricity load of Tumble Dryer and Washing Machine.
+#
+### HouseTwenty
+#
+#Train size: 34
+#
+#Test size: 101
+#
+#Missing value: No
+#
+#Number of classses: 2
+#
+#Time series length: 3000
+#
+#There is nothing to infer from the order of examples in the train and test set.
+#
+#Data created by David Murray et al. (see [2]). Data edited by Shaghayegh Gharghabi, Hoang Anh Dau and Eamonn Keogh.
+#
+#[1] http://www.refitsmarthomes.org/
+#
+#[2] Murray, David et al., "A data management platform for personalised real-time energy
+#feedback", Proceedings of the 8th International Conference on Engery Efficiency in Domestic Appliances and Lighting, 2015.
+@problemName FreezerSmallTrain
+@timeStamps false
+@missing false
+@univariate true
+@equalLength true
+@seriesLength 301
+@classLabel true 1 2
+@data
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classification/UCR/Fungi/Fungi_TEST.ts ADDED Viewed

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classification/UCR/Fungi/Fungi_TRAIN.ts ADDED Viewed

	@@ -0,0 +1,67 @@

+## Fungi dataset
+#
+#The dataset contains high-resolution melt curves of the rDNA internal transcribed spacer (ITS) region of 51 strains of 18 fungal species. High Resolution Melt (HRM) analysis is a powerful technique in molecular biology for the detection of mutations, polymorphisms and epigenetic differences in double-stranded DNA samples
+#
+#The melt profile of the ITS region is unique to each species and conserved across different strains of the same species.
+#
+#There are 18 classes correspondings to species name.
+#
+#- Class 1: A.flavus
+#- Class 2: A.fumigatus
+#- Class 3: A.terreus
+#- Class 4: C.albicans
+#- Class 5: C.dubliniensis
+#- Class 6: C.gattii
+#- Class 7: C.glabrata
+#- Class 8: C.lusitaniae
+#- Class 9: C.neoformans
+#- Class 10: C.orthopsilosis
+#- Class 11: C.parapsilosis
+#- Class 12: C.tropicalis
+#- Class 13: C.zeylanoides
+#- Class 14: D.hansenii
+#- Class 15: M.guilliermondii
+#- Class 16: P.kudriavzevii
+#- Class 17: R.mucilaginosa
+#- Class 18: T.marneffei
+#
+#Time series length: 201
+#
+#Train size: 18
+#
+#Test size: 186
+#
+#Missing value: No
+#
+#There is nothing to infer from the order of examples in the train and test set.
+#
+#Data created by Lu, Sha et al. (see [1]). Data donated by William Fonzi. Data edited by Hoang Anh Dau.
+#
+#[1] Lu, Sha, et al. "Dynamic time warping assessment of high-resolution melt curves provides a robust metric for fungal identification." PloS one 12.3 (2017): e0173320.
+#
+@problemName Fungi
+@timeStamps false
+@missing false
+@univariate true
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+#This dataset involves one female actor and one male actor making a
+#motion with their hand. The two classes are: Gun-Draw and Point:
+#For Gun-Draw the actors have their hands by their sides. They draw
+#a replicate gun from a hip-mounted holster, point it at a target
+#for approximately one second, then return the gun to the holster,
+#and their hands to their sides. For Point the actors have their gun
+#by their sides. They point with their index fingers to a target for
+#approximately one second, and then return their hands to their
+#sides. For both classes, we tracked the centroid of the actor's
+#right hands in both X- and Y-axes, which appear to be highly
+#correlated. The data in the archive is just the X-axis.
+@problemName GunPoint
+@timeStamps false
+@missing false
+@univariate true
+@equalLength true
+@seriesLength 150
+@classLabel true 1 2
+@data
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