[1] "---------RF Data Results with 8 Proteins---------" Sensitivity: 0.6287562 [1] "Only this protein:" [,1] TIMP1 0.000000000 Myeloperoxidase 0.001293532 OPN 0.004776119 HGF 0.025771144 CA199 0.029253731 CA125 0.042786070 CEA 0.052238806 Prolactin 0.100497512 maxOmega 0.212736318 CancerStatus 1.000000000 [1] "Remove this protein:" [,1] maxOmega 0.4228856 Prolactin 0.5072637 OPN 0.5585075 HGF 0.5794030 CEA 0.5989055 CA199 0.6055721 CA125 0.6112438 TIMP1 0.6145274 Myeloperoxidase 0.6208955 CancerStatus 1.0000000 Protein Ranking.Score Coefs 1 TIMP1 0.06950232 7.233331e-06 2 Myeloperoxidase 0.09062851 5.259595e-03 3 OPN 0.17810000 1.504217e-05 4 HGF 0.30576509 2.474092e-03 5 Prolactin 0.47665079 3.512418e-05 6 CA199 0.54033899 1.250627e-02 7 CEA 1.15773064 2.312903e-04 8 CA125 1.53014643 4.644417e-02 9 maxOmega 9.62746088 1.499118e+00 Sensitivity: 0.5139303 [1] "Only this protein:" [,1] TIMP1 0.00000000 maxOmega 0.00000000 Myeloperoxidase 0.00199005 OPN 0.03462687 HGF 0.03880597 CA199 0.03960199 CA125 0.04845771 CEA 0.06009950 Prolactin 0.14417910 CancerStatus 1.00000000 [1] "Remove this protein:" [,1] Prolactin 0.3556219 OPN 0.4137313 HGF 0.4572139 CEA 0.4642786 CA125 0.4842786 CA199 0.4888557 TIMP1 0.4905473 Myeloperoxidase 0.5025871 maxOmega 0.5139303 CancerStatus 1.0000000 Protein Ranking.Score Coefs 1 maxOmega 0.00000000 0.000000e+00 2 TIMP1 0.05794948 6.030989e-06 3 Myeloperoxidase 0.08646861 5.018176e-03 4 OPN 0.20402070 1.723140e-05 5 HGF 0.30817114 2.493560e-03 6 Prolactin 0.50469588 3.719081e-05 7 CA199 0.58916800 1.363643e-02 8 CEA 1.22983201 2.456946e-04 9 CA125 1.60115383 4.859944e-02 --- Remove Protein------ [,1] CA199 0.6110448 CEA 0.6055721 CA125 0.6078607 Prolactin 0.5301493 HGF 0.5915423 OPN 0.5940299 TIMP1 0.6206965 Myeloperoxidase 0.6250746