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ATTENTION:

This repository will no longer be supported.
AdjustedScaler moved to library AdjDataTools

AdjustedScaler

This scaler scales the data to a valid range to eliminate potential outliers. The range of significant values is calculated using the medcouple function (MC) according to the principle proposed by M. Huberta and E. Vandervierenb in "An adjusted boxplot for skewed distributions" Computational Statistics & Data Analysis, vol. 52, pp. 5186-5201, August 2008.

The structure and usage is similar to the *Scaler classes from sklearn.preprocessing.
The .fit() method is used to train the scaler.
For scaling - the .transform() method.
For the reverse transformation - the .inverse_transform() method.

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