ridgeRegression.txt

Alpha  = 0.1

R-squared  = 0.8433241288874997

                    Feature  Coefficients  t values  Standard Errors  Probabilites
0                 constants        1.5047    45.807            0.033         0.000
1            clumpThickness        0.0634     8.898            0.007         0.000
2      uniformityOfCellSize        0.0437     3.428            0.013         0.001
3     uniformityOfCellShape        0.0313     2.508            0.012         0.012
4          marginalAdhesion        0.0165     2.065            0.008         0.039
5  singleEpithelialCellSize        0.0202     1.924            0.010         0.055
6                bareNuclei        0.0908    14.091            0.006         0.000
7            blandChromatin        0.0384     3.801            0.010         0.000
8            normalNucleoli        0.0371     4.981            0.007         0.000
9                   mitoses        0.0020     0.197            0.010         0.844