Table 4.
Open in new tab

Comparison of memory prediction performance measured by average RMSEs (smaller is better)

Test caseTOTALTOT6TOTBT30RECOG
MRV (SNP)6.1532.4762.1682.2013.483
MRV (FreeSurfer)5.9282.2352.0392.0883.339
MRV (VBM)6.0932.2892.1422.1373.394
MRV (PET)6.2462.5142.2372.2153.615
MRV (all)5.9092.2321.9922.0323.306
Ridge (SNP)6.0762.4162.1472.1173.368
Ridge (FreeSurfer)5.7572.2032.0042.0173.237
Ridge (VBM)5.9762.1472.0382.1293.249
Ridge (PET)6.1532.4432.1862.1073.515
Ridge (all)5.7042.1431.9891.9943.193
Our method (SNP)5.9912.2012.0082.0013.107
Our method (FreeSurfer)5.6012.1061.9471.8863.015
Our method (VBM)5.7152.0111.8991.9743.041
Our method (PET)6.0132.2412.0172.0173.331
Our method (all)5.5061.9841.8861.8412.989
Test caseTOTALTOT6TOTBT30RECOG
MRV (SNP)6.1532.4762.1682.2013.483
MRV (FreeSurfer)5.9282.2352.0392.0883.339
MRV (VBM)6.0932.2892.1422.1373.394
MRV (PET)6.2462.5142.2372.2153.615
MRV (all)5.9092.2321.9922.0323.306
Ridge (SNP)6.0762.4162.1472.1173.368
Ridge (FreeSurfer)5.7572.2032.0042.0173.237
Ridge (VBM)5.9762.1472.0382.1293.249
Ridge (PET)6.1532.4432.1862.1073.515
Ridge (all)5.7042.1431.9891.9943.193
Our method (SNP)5.9912.2012.0082.0013.107
Our method (FreeSurfer)5.6012.1061.9471.8863.015
Our method (VBM)5.7152.0111.8991.9743.041
Our method (PET)6.0132.2412.0172.0173.331
Our method (all)5.5061.9841.8861.8412.989
Table 4.
Open in new tab

Comparison of memory prediction performance measured by average RMSEs (smaller is better)

Test caseTOTALTOT6TOTBT30RECOG
MRV (SNP)6.1532.4762.1682.2013.483
MRV (FreeSurfer)5.9282.2352.0392.0883.339
MRV (VBM)6.0932.2892.1422.1373.394
MRV (PET)6.2462.5142.2372.2153.615
MRV (all)5.9092.2321.9922.0323.306
Ridge (SNP)6.0762.4162.1472.1173.368
Ridge (FreeSurfer)5.7572.2032.0042.0173.237
Ridge (VBM)5.9762.1472.0382.1293.249
Ridge (PET)6.1532.4432.1862.1073.515
Ridge (all)5.7042.1431.9891.9943.193
Our method (SNP)5.9912.2012.0082.0013.107
Our method (FreeSurfer)5.6012.1061.9471.8863.015
Our method (VBM)5.7152.0111.8991.9743.041
Our method (PET)6.0132.2412.0172.0173.331
Our method (all)5.5061.9841.8861.8412.989
Test caseTOTALTOT6TOTBT30RECOG
MRV (SNP)6.1532.4762.1682.2013.483
MRV (FreeSurfer)5.9282.2352.0392.0883.339
MRV (VBM)6.0932.2892.1422.1373.394
MRV (PET)6.2462.5142.2372.2153.615
MRV (all)5.9092.2321.9922.0323.306
Ridge (SNP)6.0762.4162.1472.1173.368
Ridge (FreeSurfer)5.7572.2032.0042.0173.237
Ridge (VBM)5.9762.1472.0382.1293.249
Ridge (PET)6.1532.4432.1862.1073.515
Ridge (all)5.7042.1431.9891.9943.193
Our method (SNP)5.9912.2012.0082.0013.107
Our method (FreeSurfer)5.6012.1061.9471.8863.015
Our method (VBM)5.7152.0111.8991.9743.041
Our method (PET)6.0132.2412.0172.0173.331
Our method (all)5.5061.9841.8861.8412.989
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