CARTPT (CART Prepropeptide)

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Variable selection through CART

This paper deals with variable selection in regression and binary classification frameworks. It proposes an automatic and exhaustive procedure which relies on the use of the CART algorithm and on model selection via penalization. This work, of theoretical nature, aims at determining adequate penalties, i.e. penalties which allow achievement of oracle type inequalities justifying the performance...

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ژورنال

عنوان ژورنال: Atlas of Genetics and Cytogenetics in Oncology and Haematology

سال: 2014

ISSN: 1768-3262

DOI: 10.4267/2042/53963