Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead. Rudin, C. Nature Machine Intelligence, 1(5):206–215, May, 2019.
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead [link]Paper  doi  bibtex   
@article{rudin_stop_2019,
	title = {Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead},
	volume = {1},
	issn = {2522-5839},
	url = {http://www.nature.com/articles/s42256-019-0048-x},
	doi = {10.1038/s42256-019-0048-x},
	language = {en},
	number = {5},
	urldate = {2019-07-16},
	journal = {Nature Machine Intelligence},
	author = {Rudin, Cynthia},
	month = may,
	year = {2019},
	keywords = {\#broken, Jab/\#NMI},
	pages = {206--215},
}

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