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Branch: an interactive, web-based tool for testing hypotheses and developing predictive models.


ABSTRACT: UNLABELLED:Branch is a web application that provides users with the ability to interact directly with large biomedical datasets. The interaction is mediated through a collaborative graphical user interface for building and evaluating decision trees. These trees can be used to compose and test sophisticated hypotheses and to develop predictive models. Decision trees are built and evaluated based on a library of imported datasets and can be stored in a collective area for sharing and re-use. AVAILABILITY AND IMPLEMENTATION:Branch is hosted at http://biobranch.org/ and the open source code is available at http://bitbucket.org/sulab/biobranch/ CONTACTS:asu@scripps.edu or bgood@scripps.edu SUPPLEMENTARY INFORMATION:Supplementary data are available at Bioinformatics online.

SUBMITTER: Gangavarapu K 

PROVIDER: S-EPMC4920125 | biostudies-literature | 2016 Jul

REPOSITORIES: biostudies-literature

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Branch: an interactive, web-based tool for testing hypotheses and developing predictive models.

Gangavarapu Karthik K   Babji Vyshakh V   Meißner Tobias T   Su Andrew I AI   Good Benjamin M BM  

Bioinformatics (Oxford, England) 20160307 13


<h4>Unlabelled</h4>Branch is a web application that provides users with the ability to interact directly with large biomedical datasets. The interaction is mediated through a collaborative graphical user interface for building and evaluating decision trees. These trees can be used to compose and test sophisticated hypotheses and to develop predictive models. Decision trees are built and evaluated based on a library of imported datasets and can be stored in a collective area for sharing and re-us  ...[more]

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