Open AccessLogic Forest: an ensemble classifier for discovering logical combinations of binary markers
Author(s) -
Bethany J. Wolf,
Elizabeth G. Hill,
Elizabeth H. Slate
Publication year - 2010
Publication title -
bioinformatics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.599
H-Index - 390
eISSN - 1367-4811
pISSN - 1367-4803
DOI - 10.1093/bioinformatics/btq354
Subject(s) - regression , computer science , artificial intelligence , machine learning , binary classification , regression analysis , data mining , statistics , mathematics , support vector machine
Highly sensitive and specific screening tools may reduce disease -related mortality by enabling physicians to diagnose diseases in asymptomatic patients or at-risk individuals. Diagnostic tests based on multiple biomarkers may achieve the needed sensitivity and specificity to realize this clinical gain.
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