A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.

Installers

Info: This package contains files in non-standard labels.

conda install

  • noarch  v0.4.4
To install this package with conda run one of the following:
conda install -c conda-forge scikit-mdr
conda install -c conda-forge/label/gcc7 scikit-mdr
conda install -c conda-forge/label/cf201901 scikit-mdr

Description

MDR is an effective feature construction algorithm that is capable of modeling higher-order interactions and capturing complex patterns in data sets.

MDR currently only works with categorical features and supports both binary classification and regression problems. We are working on expanding the algorithm to cover more problem types and provide more convenience features.

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