fe248e22b241ae5a9adf11493c8c12bc-Supplemental-Conference.pdf

In practice, however, the runtime is much smaller becauseofpruning. With this change in place, the solver can search for incomplete trees. KamPost differs from CART by using a different splitting criterion and by its post-relabelling of theleafnodes. The results also confirm thefindings from Figure 1that thevariance inthediscrimination value is often high, specifically for the small datasets. This means that for those instances it is difficult to generalize and overfitting interms ofdiscrimination isstill happening.