A compendium to ensure computational reproducibility in high-dimensional classification tasks.

@article{Ruschhaupt2004ACT,
  title={A compendium to ensure computational reproducibility in high-dimensional classification tasks.},
  author={Markus Ruschhaupt and Wolfgang Huber and Annemarie Poustka and Ulrich Mansmann},
  journal={Statistical applications in genetics and molecular biology},
  year={2004},
  volume={3},
  pages={Article37}
}
We demonstrate a concept and implementation of a compendium for the classification of high-dimensional data from microarray gene expression profiles. A compendium is an interactive document that bundles primary data, statistical processing methods, figures, and derived data together with the textual documentation and conclusions. Interactivity allows the reader to modify and extend these components. We address the following questions: how much does the discriminatory power of a classifier… CONTINUE READING