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Feature Selection (FS)

The data set used here is a part of the Bialystok PLUS cohort study, where residents of Białystok were randomly selected from the Municipal Office database and invited to participate in the study. In this part of  study they were between 30 and 70 years old and constituted a representative sample of the local population. Data contains proteomics and atherosclerosis risk factors.

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We introduce a novel dataset containing a total of 61 distinct HEAs. The proposed appliances (e.g. fans, fridges, washers, etc.) are of different kinds, ages, brands and power
levels. They have been recorded in steady-state conditions in a French 50 Hz electrical grid. The measurement setup consists of an AC current probe (E3N Chauvin Arnoux) with a 10 mV/A sensitivity and a differential voltage probe with

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