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shap

swMATH ID: 30901
Software Authors: Scott Lundberg, Su-In Lee
Description: SHAP (SHapley Additive exPlanations) is a unified approach to explain the output of any machine learning model. SHAP connects game theory with local explanations, uniting several previous methods [1-7] and representing the only possible consistent and locally accurate additive feature attribution method based on expectations (see our papers for details and citations).
Homepage: https://arxiv.org/abs/1705.07874
Source Code:  https://github.com/slundberg/shap
Related Software: XGBoost; UCI-ml; Scikit; C4.5; GitHub; Grad-CAM; TensorFlow; R; InterpretML; H2O; modelStudio; DALEX; iml; ElemStatLearn; t-SNE; ORL; conformalInference; Aleph; AdaBoost.MH; NumPy
Cited in: 59 Publications
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Cited by 192 Authors

3 Labreuche, Christophe
2 Carrizosa, Emilio
2 Guidotti, Riccardo
2 Huang, Xiaowei
2 Ignatyev, Alexey A.
2 Kimelfeld, Benny
2 Kovalev, Maxim S.
2 Livshits, Ester
2 Molero-Río, Cristina
2 Romero Morales, Dolores
2 Ruan, Wenjie
2 Shakerin, Farhad
2 Utkin, Lev V.
2 Varshney, Kush R.
1 Aas, Kjersti
1 Agozzino, Terencio
1 Arya, Vijay
1 Baesens, Bart
1 Baptista, Marcia L.
1 Bastos, João A.
1 Baudry, Jean-Patrick
1 Bellamy, Rachel K. E.
1 Bertossi, Leopoldo E.
1 Besold, Tarek R.
1 Blanquero, Rafael
1 Bogaerts, Bart
1 Budding, Céline
1 Burkart, Nadia
1 Carmona, Josep
1 Casas-Méndez, Balbina
1 Chen, Pin-Yu
1 Chen, Yiling Elaine
1 Cheng, Lu
1 Coma-Puig, Bernat
1 Confalonieri, Roberto
1 Coolen, Frank P. A.
1 Crosby, Durand
1 Davila-Pena, Laura
1 De Turck, Filip
1 Deaconu, Madalina
1 del Prado Martín, Fermín Moscoso
1 Delen, Dursun
1 Dhurandhar, Amit
1 Dien, Tran Thanh
1 Domijan, Katarina
1 Doran, Derek
1 Eckhardt, Bruno
1 Evgeniou, Theodoros
1 Ford, Courtney
1 Fuxin, Li
1 Gamba, Emilio
1 García-Jurado, Ignacio
1 Giannotti, Fosca
1 Giles, Clyde Lee
1 Girolami, Mark A.
1 Goebel, Kai F.
1 Grabisch, Michel
1 Guilloux, Frédéric
1 Gunnarsson, Björn Rafn
1 Guns, Tias
1 Gupta, Gopal K.
1 Hai, Nguyêñ Thanh
1 Haufe, Stefan
1 Henriques, Elsa M. P.
1 Hind, Michael
1 Hoffman, Samuel C.
1 Hooker, Giles
1 Houde, Stephanie
1 Huber, Marco F.
1 Hudelot, Céline
1 Hurley, Catherine B.
1 Janizek, Joseph D.
1 Jennings, Elise
1 Jullum, Martin
1 Kacker, Raghu N.
1 Kampel, Ludwig
1 Keane, Mark T.
1 Kenny, Eoin M.
1 Khorram, Saeed
1 Konstantinov, Andrei
1 Kröning, Daniel
1 Kuhn, D. Richard
1 Kwiatkowska, Marta Z.
1 Lavrač, Nada
1 Le Bodic, Pierre
1 Lee, Su-In
1 Lee, Taito
1 Lejay, Antoine
1 Lellep, Martin
1 Lemahieu, Wilfried
1 Lesage, Laurent
1 Li, Jingyi Jessica
1 Liao, Q. Vera
1 Lim, Brian Y.
1 Linkmann, Moritz
1 Liu, Huan
1 Liu, Xue
1 Løland, Anders
1 Longo, Luigi
1 Lusch, Bethany
...and 92 more Authors

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