Interpretation of microbiota-based diagnostics by explaining individual classifier decisions

A. Eck*, L. M. Zintgraf, E. F. J. de Groot, T. G. J. de Meij, T. S. Cohen, P. H. M. Savelkoul, M. Welling, A. E. Budding

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
Article number441
Number of pages13
JournalBMC Bioinformatics
Volume18
DOIs
Publication statusPublished - 4 Oct 2017

Keywords

  • Microbiota
  • Inflammatory disease (IBD)
  • Supervised classification
  • IS-pro
  • Machine learning
  • GUT MICROBIOTA
  • CROHNS-DISEASE
  • INTESTINAL MICROBIOTA
  • CHILDREN
  • HEALTH
  • IBD

Cite this

Eck, A., Zintgraf, L. M., de Groot, E. F. J., de Meij, T. G. J., Cohen, T. S., Savelkoul, P. H. M., Welling, M., & Budding, A. E. (2017). Interpretation of microbiota-based diagnostics by explaining individual classifier decisions. BMC Bioinformatics, 18, [441]. https://doi.org/10.1186/s12859-017-1843-1