- COMMENT
Three pitfalls to avoid in machine learning
Access options
Access Nature and 54 other Nature Portfolio journals
Get Nature+, our best-value online-access subscription
$29.99 / 30 days
cancel any time
Subscribe to this journal
Receive 51 print issues and online access
$199.00 per year
only $3.90 per issue
Rent or buy this article
Prices vary by article type
from$1.95
to$39.95
Prices may be subject to local taxes which are calculated during checkout
Nature 572, 27-29 (2019)
doi: https://doi.org/10.1038/d41586-019-02307-y
References
Kanal, L. N. & Randall, N. C. In Proc. 1964 19th ACM National Conf. 42.501–42.5020 (ACM, 1964).
Lipton, Z. C. & Steinhardt, J. Preprint at arXiv. http://arxiv.org/abs/1807.03341 (2018).
Sheridan, R. P. J. Chem. Inform. Model. 53, 783–790 (2013).
Baltz, E. A. et al. Sci. Rep. 7, 6425 (2017).
Bar-Sinai, Y., Hoyer, S., Hickey, J. & Brenner, M. P. Proc. Natl Acad. Sci. USA https://doi.org/10.1073/pnas.1814058116 (2019).
Gulshan, V. et al. J. Am. Med. Assoc. 316, 2402–2410 (2016).