Genes/Proteins | Coefficients (L1 and L2 penalized regression) | |||||
---|---|---|---|---|---|---|
L1 7 Genes | L2 13 Genes | L1 4 Proteins | L2 6 Proteins | L1 5 Genes 5 Proteins | L2 13 Genes 6 Proteins | |
105743 | 0.02 | 0.63 | 0.26 | |||
109227 | 0.05 | −0.01 | ||||
110071 | 0.17 | 0.26 | 0.16 | |||
228089 | 0.91 | 0.99 | 0.63 | 0.70 | ||
713562 | 0.34 | 0.34 | 0.22 | 0.29 | ||
115368 | −0.18 | 0.36 | ||||
119290 | 0.28 | 0.34 | ||||
142487 | 0.15 | 0.12 | ||||
157342 | 0.36 | 0.64 | 0.35 | 0.55 | ||
161567 | −0.56 | −0.27 | ||||
162222 | −1.34 | −1.34 | −1.58 | −1.30 | ||
182018 | −0.38 | −0.09 | ||||
205406 | −0.83 | −1.05 | −0.54 | −0.87 | ||
log2 MIF | 0.09 | −0.05 | −0.24 | |||
log2 prolactin | 0.67 | 0.62 | 0.47 | 0.53 | ||
log2 CA125 | 0.71 | 0.67 | 0.33 | 0.39 | ||
log2 leptin | −0.32 | −0.35 | −0.55 | −0.59 | ||
log2 osteopondin | 0.05 | −0.02 | ||||
log2 IGF2 | −0.31 | −0.35 | −0.47 | −0.51 | ||
Intercept | 3.93 | 4.90 | −2.71 | −2.77 | 4.91 | 7.31 |