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. Author manuscript; available in PMC: 2018 Nov 13.
Published in final edited form as: Proc Int Jt Conf Neural Netw. 2018 Sep 15;2018:10.1109/IJCNN.2018.8489440. doi: 10.1109/IJCNN.2018.8489440

TABLE 4.

Classification performance after removing each of these features one at a time from our chosen subset of 13 features

Semantic Features Accuracy (AUC)
Long axis Diameter 82.7027 (0.82)
Lobulation 82.7027 (0.83)
Concavity 83.2432 (0.83)
Spiculation 83.2432 (0.83)
Texture 82.7027 (0.834)
Cavitation 82.7027 (0.828)
Vascular Convergence 83.2432 (0.84)
Peripheral fibrosis 82.7027 (0.83)
Nodules in primary lobe 81.6216 (0.83)