TPOT: A Tree-based Pipeline Optimization Tool for Automating Machine Learning

Randal S. Olson, Jason H. Moore. TPOT: A Tree-based Pipeline Optimization Tool for Automating Machine Learning. In Frank Hutter, Lars Kotthoff, Joaquin Vanschoren, editors, Proceedings of the 2016 Workshop on Automatic Machine Learning, AutoML 2016, co-located with 33rd International Conference on Machine Learning (ICML 2016), New York City, NY, USA, June 24, 2016. Volume 64 of JMLR Workshop and Conference Proceedings, pages 66-74, JMLR.org, 2016. [doi]

@inproceedings{OlsonM16,
  title = {TPOT: A Tree-based Pipeline Optimization Tool for Automating Machine Learning},
  author = {Randal S. Olson and Jason H. Moore},
  year = {2016},
  url = {http://jmlr.org/proceedings/papers/v64/olson_tpot_2016.html},
  researchr = {https://researchr.org/publication/OlsonM16},
  cites = {0},
  citedby = {0},
  pages = {66-74},
  booktitle = {Proceedings of the 2016 Workshop on Automatic Machine Learning, AutoML 2016, co-located with 33rd International Conference on Machine Learning (ICML 2016), New York City, NY, USA, June 24, 2016},
  editor = {Frank Hutter and Lars Kotthoff and Joaquin Vanschoren},
  volume = {64},
  series = {JMLR Workshop and Conference Proceedings},
  publisher = {JMLR.org},
}