@inproceedings{redelmeier:hal-03414718, TITLE = {{Explaining Predictive Models with Mixed Features Using Shapley Values and Conditional Inference Trees}}, AUTHOR = {Redelmeier, Annabelle and Jullum, Martin and Aas, Kjersti}, URL = {https://inria.hal.science/hal-03414718}, BOOKTITLE = {{4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE)}}, ADDRESS = {Dublin, Ireland}, 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-12279}, PAGES = {117-137}, YEAR = {2020}, MONTH = Aug, DOI = {10.1007/978-3-030-57321-8\_7}, KEYWORDS = {Explainable AI ; Shapley values ; Conditional inference trees ; Feature dependence ; Prediction explanation}, PDF = {https://inria.hal.science/hal-03414718/file/497121_1_En_7_Chapter.pdf}, HAL_ID = {hal-03414718}, HAL_VERSION = {v1}, }