| BDTcomparator: a program for comparing binary classifiers. | |
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MedLine Citation:
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PMID: 21998157 Owner: NLM Status: Publisher |
Abstract/OtherAbstract:
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SUMMARY: The BDTcomparator facilitates the selection of the best performing binary classification model or binary diagnostic procedure from the many possible alternatives by comparing their predictions with a known output, measured with the use of a system recognized as the gold standard. The program calculates the estimates of accuracy, sensitivity, specificity, predictive values and diagnostic likelihood ratios along with appropriate confidence intervals. Furthermore all pairwise comparisons with respect to the above mentioned measures are calculated. The formatted results can be exported to a text-file.Availability and Implementation: BDTcomparator is distributed under the GNU GPLv3 license and is freely available for download from http://www.tox-portal.net. We provide programs for both Linux and Windows operating systems. The source code of the program is provided in our companion website http://code.google.com/p/bdtcomparator/. CONTACT: kamil.fijorek@uek.krakow.pl SUPPLEMENTARY INFORMATION: Supplementary data is available at Bioinformatics online. |
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Authors:
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Kamil Fijorek; Damian Fijorek; Barbara Wisniowska; Sebastian Polak |
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Publication Detail:
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Type: JOURNAL ARTICLE Date: 2011-10-13 |
Journal Detail:
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Title: Bioinformatics (Oxford, England) Volume: - ISSN: 1367-4811 ISO Abbreviation: - Publication Date: 2011 Oct |
Date Detail:
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Created Date: 2011-10-14 Completed Date: - Revised Date: - |
Medline Journal Info:
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Nlm Unique ID: 9808944 Medline TA: Bioinformatics Country: - |
Other Details:
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Languages: ENG Pagination: - Citation Subset: - |
Affiliation:
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Department of Statistics, Cracow University of Economics, Rakowicka 27 Str., 31-510 Cracow, Poland. |
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From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine
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