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. 2022 Apr 5;8:e880. doi: 10.7717/peerj-cs.880

Table 2. Datasets used to train XGBoost models for Shapley value evaluation.

Rows refers to training rows, cols refers to number of features (excluding label).

Name Rows Cols Task Classes References
Covtype 581,012 54 Class 8 Blackard (1998)
Cal_housing 20,640 8 Regr Pace & Barry (1997)
Fashion_mnist 70,000 784 Class 10 Xiao, Rasul & Vollgraf (2017)
Adult 48,842 14 Class 2 Kohavi (1996)