@inproceedings{freitas:hal-02520064, TITLE = {{Automated Machine Learning for Studying the Trade-Off Between Predictive Accuracy and Interpretability}}, AUTHOR = {Freitas, Alex A.}, URL = {https://inria.hal.science/hal-02520064}, BOOKTITLE = {{3rd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE)}}, ADDRESS = {Canterbury, United Kingdom}, EDITOR = {Andreas Holzinger and Peter Kieseberg and A Min Tjoa and Edgar Weippl}, PUBLISHER = {{Springer International Publishing}}, SERIES = {Machine Learning and Knowledge Extraction}, VOLUME = {LNCS-11713}, PAGES = {48-66}, YEAR = {2019}, MONTH = Aug, DOI = {10.1007/978-3-030-29726-8\_4}, KEYWORDS = {Automated Machine Learning (Auto-ML) ; Classification algorithms ; Interpretable models}, PDF = {https://inria.hal.science/hal-02520064/file/485369_1_En_4_Chapter.pdf}, HAL_ID = {hal-02520064}, HAL_VERSION = {v1}, }