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. 2018 Mar 21;19(Suppl 3):71. doi: 10.1186/s12859-018-2060-2

Table 3.

Correlation coefficients and NMSEs, in parenthesis, of second order linear ensemble with two component models for AUC prediction. Top 3 predictors are shown in bold

KNN residual NN GE RF phy residual RF GE
Mean 0.7181(0.8092) 0.7120(0.8266) 0.7090(0.8324) 0.7264(0.7919)
KNN Residual 0.7492(0.7341) 0.7197(0.8092) 0.7550(0.7225)
NN GE 0.7455(0.7457) 0.7258(0.7919)
RF Phys Residual 0.7504(0.7341)