TABLE 5. Feature Selection Results for 3-Class Problem and Knee Valgus Criterion.
| Knee Valgus criterion- 3-class (“good” vs “moderate” vs “poor”) Healthy – Unanimous and Split decision data | |||
|---|---|---|---|
| 10Fold CV | Nr | LOSO CV | Nr |
| Mean of hip Flex. angle RMS of hip Flex. angle MAX of hip Flex. angle Range of hip Flex. angle | 10/10 | Mean of hip Flex. angle MAX of hip Flex. angle | 13/13 |
| Min of knee Flex. angle | 8/10 | Range of hip Flex. angle | 12/13 |
| STD of hip Flex. angle | 7/10 | RMS of hip Flex. angle | 11/13 |
Nr: Indicates for how many of the validation subsets the feature was selected