Table 6 The results of ZmGOL(GRMZM5G872256) about top-5 genes
From: An embedded gene selection method using knockoffs optimizing neural network
Methods | RF | SVR_LKF | MI | Non- Knockoffs | Elsatic- Net | Knockoffs-NN |
|---|---|---|---|---|---|---|
Number | ||||||
1 | GRMZM2G092174 (0.048) | GRMZM2G005984 (0.396) | GRMZM2G043295 (0.126) | GRMZM2G121360 (0.529) | GRMZM2G121360 (0.420) | GRMZM5G872256 (0.00358520178299) |
2 | GRMZM2G060842 (0.033) | GRMZM2G022686 (0.221) | GRMZM2G092174 (0.108) | GRMZM5G875954 (0.411) | GRMZM2G102382 (0.377 | GRMZM5G877547 (0.00290219524756) |
3 | GRMZM2G129815 (0.027) | GRMZM2G121360 (0.205) | GRMZM2G129815 (0.090) | GRMZM2G134107 (0.390) | GRMZM2G005984 (0.376) | GRMZM2G134471 (0.0028602059655) |
4 | GRMZM2G022398 (0.022) | GRMZM2G040268 (0.164) | GRMZM2G121360 (0.088) | GRMZM5G850567 (0.323) | GRMZM2G134107 (0.359) | GRMZM2G700004 (0.00263825481301) |
5 | GRMZM5G875954 (0.022) | GRMZM2G181551 (0.161) | GRMZM2G317262 (0.087) | GRMZM5G872256 (0.304) | GRMZM2G415117 (0.320) | GRMZM5G875954 (0.00259085517355) |