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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.