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Institute Provider

Università di Padova

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Available versions

1.2

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Description

Software for genetic marker selection and subjects classification from the simultaneous analysis of genome-wide SNP data. It is based on the Naive Bayes classification framework, enriched by three main features: bootstrap aggregating of an ensemble of Naive Bayes classifiers, a novel strategy for ranking and selecting the attributes used by each classifier in the ensemble and a permutation-based procedure for selecting significant biomarkers.

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