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  • 标题:PROPER: Performance visualization for optimizing and comparing ranking classifiers in MATLAB
  • 本地全文:下载
  • 作者:Samad Jahandideh ; Fatemeh Sharifi ; Lukasz Jaroszewski
  • 期刊名称:Source Code for Biology and Medicine
  • 印刷版ISSN:1751-0473
  • 电子版ISSN:1751-0473
  • 出版年度:2015
  • 卷号:10
  • 期号:1
  • 页码:15
  • DOI:10.1186/s13029-015-0047-1
  • 语种:English
  • 出版社:BioMed Central
  • 摘要:One of the recent challenges of computational biology is development of new algorithms, tools and software to facilitate predictive modeling of big data generated by high-throughput technologies in biomedical research. To meet these demands we developed PROPER - a package for visual evaluation of ranking classifiers for biological big data mining studies in the MATLAB environment. PROPER is an efficient tool for optimization and comparison of ranking classifiers, providing over 20 different two- and three-dimensional performance curves.
  • 关键词:Predictive modeling ; Scoring classifier ; Big data ; Structural genomics
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