Package magpie.data.utilities.normalizers

Adjust attributes and/or class to all exist on the same range.

See: Description

Class Summary

Class	Description
BaseDatasetNormalizer	Base class for objects designed to scale attributes and or class variable to exist on the same range.
IndependentVariableNormalizer	Base class for normalizers that treat attributes/class independently.
InverseNormalizer	Invert the attributes.
MultiNormalizer	Use multiple strategies to normalize dataset.
RegularSolutionNormalizer	Normalize data using regular solution model.
RescalingNormalizer	Scale variables using the maximum and minimum values of the training set.
SoftmaxNormalizer	Normalization using the "softmax" method.
ZScoreNormalizer	Scale variables by calculating their Z scores.

Package magpie.data.utilities.normalizers Description

Adjust attributes and/or class to all exist on the same range.