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Table 4 Results of RF analysis on TGEN data: Top 11 ranked SNPs, and single SNP association analysis.

From: Performance of random forest when SNPs are in linkage disequilibrium

Dataset 1

  

RF0:IM0

RF0:IM1

RF1:IM0

RF1:IM1

GENO

ALLELIC

rs2927477

50005555

+

-

-

-

0.4483

0.4122

rs4803759

50019299

+

+

+

+

0.0833

0.0242

rs4605275

50030333

+

+

+

+

0.0962

0.0291

rs8104483

50064194

+

+

+

+

0.6459

0.4007

rs4803767

50064799

+

+

+

+

0.6459

0.4007

rs10119

50098513

+

+

-

-

0.0028

0.0055

rs4420638

50114786

+

+

+

+

2.651E-12

7.73E-12

rs5158

50139018

+

+

+

-

0.3015

0.8121

rs3760627

50149020

-

-

-

-

0.6852

0.5458

rs16979595

50169221

-

-

-

-

0.9526

0.8689

rs7257916

50174724

-

-

-

-

0.6859

0.5471

rs10424046

50227876

+

+

+

+

0.0106

0.0038

rs1560725

50235627

+

+

+

+

0.0507

0.0466

rs11083758

50238901

-

-

+

+

0.0474

0.0134

rs3786507

50240095

+

+

+

+

0.0374

0.0396

rs2889490

50242247

-

-

-

+

0.0252

0.0094

rs10416445

50248502

-

-

+

+

0.0187

0.0065

Dataset 2

  

RF0:IM0

RF0:IM1

RF1:IM0

RF1:IM1

GENO

ALLELIC

rs2927477

50005555

+

-

-

-

0.4483

0.4122

rs4803759

50019299

+

+

+

+

0.0833

0.0242

rs4605275

50030333

+

+

+

+

0.0962

0.0291

rs8104483

50064194

+

+

+

+

0.6459

0.4007

rs4803767

50064799

+

+

+

+

0.6459

0.4007

rs10119

50098513

NA

NA

NA

NA

0.0028

0.0055

rs4420638

50114786

+

+

+

+

2.651E-12

7.73E-12

rs5158

50139018

+

+

+

-

0.3015

0.8121

rs3760627

50149020

-

+

-

-

0.6852

0.5458

rs16979595

50169221

+

-

-

-

0.9526

0.8689

rs7257916

50174724

-

+

-

-

0.6859

0.5471

rs10424046

50227876

+

+

+

+

0.0106

0.0038

rs1560725

50235627

+

+

+

+

0.0507

0.0466

rs11083758

50238901

-

-

+

+

0.0474

0.0134

rs3786507

50240095

+

+

+

+

0.0374

0.0396

rs2889490

50242247

-

-

-

+

0.0252

0.0094

rs10416445

50248502

-

-

+

+

0.0187

0.0065