Original Classification Rule for new reclassification | Highly suspected (n = 9) log OR > 2.4 | Suspected (n = 10) 0.45 < log OR < 2.4 | Other (n = 11) log OR < 0.45 | Total (n = 30) |
---|---|---|---|---|
Univariable CLR | 5 | 7 | 7 | 19 |
Multivariable CLR | 6 | 2 | 9 | 17 |
Lasso | 5 | 8 | 9 | 22 |
Elastic net | 4 | 8 | 9 | 21 |
Bolasso | 4 | 6 | 9 | 19 |
Sublasso | 4 | 8 | 9 | 21 |
Random lasso | 6 | 6 | 10 | 22 |
Firth correction | 5 | 8 | 7 | 20 |
Case-controla | 9 | 10 | 8 | 27 |