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Is it always encouraged to scale the data? #93

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mtomic123 opened this issue Sep 15, 2022 · 0 comments
Open

Is it always encouraged to scale the data? #93

mtomic123 opened this issue Sep 15, 2022 · 0 comments

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@mtomic123
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I use RRCF to detect anomalies in a streaming 6-dimensional dataset where prices for 6 related products come in all the time. Since their distribution is not stationary but have a trend (due to inflation, the prices for products are going up) - would it be a good idea to scale the data to [0, 1] before applying the algorithm?
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@mtomic123