[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