Table 1.
Results of statistical analyses using three different approaches and putative identification of the selected variables in case of the RH study.
Variables | OPLS-DA without a priori variable selection | OPLS-DA with a priori variable selection | LASSO | ||
---|---|---|---|---|---|
Pareto scaling | UV scaling | Pareto scaling | UV scaling | ||
Selected variables | 46 | 218 | 4 | 19 | 14 |
Found in databases | 35 | 120 | 3 | 10 | 11 |
Involved in biochemical pathways | 20 | 54 | 2 | 7 | 6 |