Table 3.
Groups resulting from analysis using classification and regression trees to predict food-insecure homeless and marginally housed HIV-infected participants
Group | Percentage of sample | Percent food insecure | Predictors | ||
---|---|---|---|---|---|
MCS | PCS | CD4 | |||
1 | 40.4 | 38.7 | >48.9 | ||
2 | 27.2 | 42.7 | ≤48.9 | >36.6 | ≥200 |
3 | 9.2 | 73.9 | ≤48.9 | >36.6 | <200 |
4 | 23.2 | 84.5 | ≤48.9 | ≤36.6 |
Estimate of misclassification in this sample: 33% (SE 3%)
Cross-validation estimate of misclassification for future similar sample: 46% (SE 3%)