arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1509.06808stat.APcs.CYcs.HC
收藏

Branch:一个基于网络的交互式工具,用于测试假设和开发预测模型

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

Karthik Gangavarapu, Vyshakh Babji, Tobias Meißner, Andrew I. Su, Benjamin M. Good

摘要:

Branch是一个Web应用程序,为用户提供了直接与大型生物医学数据集交互的能力。交互是通过一个协作的图形用户界面来构建和评估决策树。这些树可以用来组成和测试复杂的假设,并开发预测模型。决策树基于导入数据集的库进行评估,并且可以存储在集体区域中以供共享和重用。Branch托管在http://biobranch.org/上,开源代码可在http://bitbucket.org/sulab/biobranch/上获得。

英文摘要:

Branch is a web application that provides users with no programming 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 evaluated based on a library of imported datasets and can be stored in a collective area for sharing and re-use. Branch is hosted at http://biobranch.org/ and the open source code is available at http://bitbucket.org/sulab/biobranch/.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑