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. Author manuscript; available in PMC: 2018 Sep 1.
Published in final edited form as: Hum Mutat. 2017 Mar 21;38(9):1193–1200. doi: 10.1002/humu.23177

Table 4.

Results of the methods on CAGI 16 dataset.

Method AUC Pearson Correlation
NA weighting 0.7 * 0.36 *
Publication weighting 0.56 0.05
Key variants weighting (rs2066844) 0.59 * 0.23 *
Overrepresented weighting 0.47 -0.06
Transductive clustering 0.52 0.06
Odds Ratio weighting 0.59 * 0.14
Manual prediction 0.63 * 0.2 *
Transductive SVM 0.6 * 0.2 *
Logistic regression 0.57 0.16
Ensemble 0.66 * 0.29 *
Key variants weighting (clinical studies SNVs) 0.61 * 0.21 *

Performances marked with a star are statistically significant.