Figure 20.

Results obtained from XGBoost on all possible combinations of k reference sensors, with $k\in \{1,\cdots ,4\}$. For each value of k, the vertical line represents the extent of the errors given by the different combinations, while the dots represent the median error. The red dashed horizontal line represents the error obtained by the subset of reference sensors selected by our approach.