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closes #857

Since euclidean distance is used, we should divide by sqrt(2) instead of 2.

@glemaitre glemaitre merged commit 2f6b1f6 into scikit-learn-contrib:master Jul 10, 2023
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In SMOTENC - why the median std is halved to estimate the distance of the categorical features?
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