Table 2.
Results of PLSR PNRS compared to the original multivariate PNRS for general ability and learning & memory.
| Outcome of Interest |
General Ability (GA) |
|||
|---|---|---|---|---|
| Train-Test |
ARMS-1 - ARMS-2 |
ARMS-2 - ARMS-1 |
||
| Feature | Summation |
Regularized Summation (viaPLSR) |
Summation |
Regularized Summation (viaPLSR) |
| Top feature | 2.713 | 2.713 | 0.923 | 0.923 |
| top 00.1 % features | 8.553 | 10.685 | 9.859 | 11.712 |
| top 00.2 % features | 10.933 | 12.866 | 11.025 | 13.300 |
| top 00.5 % features | 12.372 | 13.850 | 13.132 | 16.192 |
| top 01.0 % features | 12.926 | 11.779 | 14.380 | 14.617 |
| top 02.0 % features | 13.958 | 17.848 | 14.976 | 17.764 |
| top 05.0 % features | 15.323 | 14.112 | 15.049 | 17.031 |
| top 10.0 % features | 15.705 | 17.878 | 14.629 | 18.234 |
| top 25.0 % features | 15.430 | 21.425 | 13.561 | 16.638 |
| top 50.0 % features | 15.016 | 13.028 | ||
| top 100.0 % features | 14.893 | 12.909 | ||
| Outcome of Interest |
Learning & Memory (LM) |
|||
|---|---|---|---|---|
| Train-Test |
ARMS-1 - ARMS-2 |
ARMS-2 - ARMS-1 |
||
| Feature | Summation |
Regularized Summation (viaPLSR) |
Summation |
Regularized Summation (viaPLSR |
| Top feature | 0.159 | 0.159 | 0.068 | 0.068 |
| top 00.1 % features | 1.520 | 2.999 | 0.702 | 0.802 |
| top 00.2 % features | 2.887 | 4.290 | 0.955 | 2.806 |
| top 00.5 % features | 4.407 | 5.537 | 0.879 | 1.107 |
| top 01.0 % features | 5.057 | 3.635 | 0.880 | 3.531 |
| top 02.0 % features | 5.265 | 3.747 | 0.896 | 2.650 |
| top 05.0 % features | 5.227 | 4.677 | 0.950 | 3.699 |
| top 10.0 % features | 5.017 | 4.213 | 0.998 | 3.870 |
| top 25.0 % features | 4.750 | 4.111 | 0.921 | 4.831 |
| top 50.0 % features | 4.550 | 0.900 | ||
| top 100.0 % features | 4.544 | 0.874 | ||