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