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. Author manuscript; available in PMC: 2020 Sep 1.
Published in final edited form as: Hum Mutat. 2019 Aug 7;40(9):1579–1592. doi: 10.1002/humu.23826

Table 5.

The classification performance of multi-class logistic regression trained on various datasets.

Dataset for training ClinVar Test Set CAGI Test Set
mAUC Ordinal mAUC mAUC Ordinal mAUC
G3 with BRCA only 0.572 ± 0.025 0.588 ± 0.017 0.532 ± 0.034 0.512 ± 0.015
G2 with BRCA only 0.639 ± 0.009 0.623 ± 0.005 0.610 ± 0.004 0.603 ± 0.011
G2 with non-BRCA genes 0.542 ± 0.010 0.535 ± 0.008 0.503 ± 0.014 0.521 ± 0.008
G2 with all genes 0.640 ± 0.012 0.632 ± 0.008 0.611 ± 0.010 0.636 ± 0.006