Machine-Learning Approaches for Classifying Haplogroup from Y Chromosome STR Data

Open Access

Peer-reviewed

Research Article

Joseph Schlecht,

Affiliation Computer Science Department, University of Arizona, Tucson, Arizona, United States of America
⨯
Matthew E. Kaplan,

Affiliation Arizona Research Laboratories, University of Arizona, Tucson, Arizona, United States of America
⨯
Kobus Barnard,

Affiliation Computer Science Department, University of Arizona, Tucson, Arizona, United States of America
⨯
Tatiana Karafet,

Affiliation Arizona Research Laboratories, University of Arizona, Tucson, Arizona, United States of America
⨯
Michael F. Hammer,

Affiliation Arizona Research Laboratories, University of Arizona, Tucson, Arizona, United States of America
⨯
Nirav C. Merchant

* E-mail: nirav@email.arizona.edu

Affiliation Arizona Research Laboratories, University of Arizona, Tucson, Arizona, United States of America
⨯

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Haplogroups
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Support vector machines
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Y chromosomes
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Single nucleotide polymorphisms
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Decision trees
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Phylogenetic analysis
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Machine learning algorithms
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Computer software
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