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To cite stablelearner/stabletree in publications use:
Philipp M, Zeileis A, Strobl C (2016). “A Toolkit for Stability Assessment of Tree-Based Learners.” In Colubi A, Blanco A, Gatu C (eds.), Proceedings of COMPSTAT 2016 – 22nd International Conference on Computational Statistics, 315–325. ISBN 978-90-73592-36-0, Preprint available at http://EconPapers.RePEc.org/RePEc:inn:wpaper:2016-11.
Philipp M, Rusch T, Hornik K, Strobl C (2018). “Measuring the Stability of Results from Supervised Statistical Learning.” Journal of Computational and Graphical Statistics, 27(4), 685–700. doi:10.1080/10618600.2018.1473779.
Corresponding BibTeX entries:
@InProceedings{, title = {A Toolkit for Stability Assessment of Tree-Based Learners}, author = {Michel Philipp and Achim Zeileis and Carolin Strobl}, year = {2016}, booktitle = {Proceedings of {COMPSTAT} 2016 -- 22nd International Conference on Computational Statistics}, editor = {Ana Colubi and Angela Blanco and Cristian Gatu}, isbn = {978-90-73592-36-0}, publisher = {The International Statistical Institute/International Association for Statistical Computing}, pages = {315--325}, note = {Preprint available at \url{http://EconPapers.RePEc.org/RePEc:inn:wpaper:2016-11}}, }
@Article{, title = {Measuring the Stability of Results from Supervised Statistical Learning}, author = {Michel Philipp and Thomas Rusch and Kurt Hornik and Carolin Strobl}, journal = {Journal of Computational and Graphical Statistics}, volume = {27}, number = {4}, pages = {685--700}, year = {2018}, doi = {10.1080/10618600.2018.1473779}, }
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.