Table 11.

The 12 best WLR + HLQ + DVB features used for the experiments in Table 10 ranked by feature ranking strategy introduced in Section 3.5. The third and sixth columns show the Gini importance of the corresponding feature averaged in the 5-fold cross validation.

Red text indicates non-imaging features. Green text indicates lobe-wise quantification features, HU1-HU4 are the four HU intervals. Blue text indicates whole lung radiomics features encoded as Filter-FeatureType-Parameter.