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  2. classification/UCR/HandMovementDirection/HandMovementDirection_TEST.ts +0 -0
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+ ## InsectEPG dataset
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+ #
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+ #The electrical penetration graph or EPG is a system used by biologists to study the interaction of insects with plants. EPG data capture voltage changes of the electrical circuit that connects insects and their food source.
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+ #
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+ #We make two datasets out of these data. The two datasets share a same test set and only differ in the number of training instances.
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+ #
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+ ### InsectEPGRegularTrain
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+ #
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+ #Train size: 62
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+ #
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+ #Test size: 249
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+ #
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+ #Missing value: No
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+ #
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+ #Number of classes: 3
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+ #
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+ #Time series length: 601
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+ #
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+ ### InsectEPGSmallTrain
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+ #
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+ #Train size: 17
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+ #
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+ #Test size: 249
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+ #
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+ #Missing value: No
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+ #
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+ #Number of classes: 3
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+ #
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+ #Time series length: 601
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+ #
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+ #There is nothing to infer from the order of examples in the train and test set.
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+ #
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+ #Original data created by Willett DS, George J, Willett NS Stelinski LL, Lapointe SL (see [1], [2]. Edited by Eamonn Keogh and Shaghayegh Gharghabi.
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+ #
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+ #[1] Willett DS, George J, Willett NS, Stelinski LL, Lapointe SL (2016) Machine Learning for Characterization of Insect Vector Feeding. PLOS Computational Biology 12(11): e1005158.
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+ #
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+ #[2] https://datadryad.org//resource/doi:10.5061/dryad.4931c
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+ @problemName InsectEPGSmallTrain
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+ @timeStamps false
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+ @missing false
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+ @univariate true
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+ @equalLength true
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+ @seriesLength 601
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+ @classLabel true 1 2 3
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+ @data
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48
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49
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50
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51
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+ #The data was derived from twelve monthly electrical power demand
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+ #time series from Italy and first used in the paper "Intelligent
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+ #Icons: Integrating Lite-Weight Data Mining and Visualization into
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+ #GUI Operating Systems". The classification task is to distinguish
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