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updated 7 years ago

Mutual Information computation by Hanchuan Peng

A self-contained package for computing mutual information, joint/conditional probability, entropy (statistics, probability, mutual information)

condentropy(vec1,vec2)

condmutualinfo(vec1,vec2,condvec)

entropy(vec1)

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updated 7 years ago

minimum-redundancy maximum-relevance feature selection by Hanchuan Peng

The source codes of minimum redundancy feature selection (statistics, probability, minimumredundancy)

mrmr_mid_d(d, f, K)

mrmr_miq_d(d, f, K)

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updated 7 years ago

mRMR Feature Selection (using mutual information computation) by Hanchuan Peng

This is a cross-platform version of mimimum-redundancy maximum-relevancy feature selection (biotech, pharmaceutical, feature selection)

condentropy(vec1,vec2)

condmutualinfo(vec1,vec2,condvec)

entropy(vec1)

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