| Per-level five-number summary (min / Q1 / median / Q3 / max) |
|
|
| - intermediate_health_literacy (n=80) |
| - factual_attribution: min=0.0000 Q1=0.4926 median=0.5926 Q3=0.7605 max=0.9412 |
| - completeness: min=0.1000 Q1=0.9252 median=1.0000 Q3=1.0000 max=1.0000 |
| - info_quality: min=0.0000 Q1=0.4507 median=0.5714 Q3=0.7157 max=0.9412 |
|
|
| - proficient_health_literacy (n=80) |
| - factual_attribution: min=0.0000 Q1=0.4901 median=0.7207 Q3=0.8213 max=0.9600 |
| - completeness: min=0.0000 Q1=0.8750 median=1.0000 Q3=1.0000 max=1.0000 |
| - info_quality: min=0.0000 Q1=0.4565 median=0.6682 Q3=0.7792 max=0.9286 |
|
|
| - low_health_literacy (n=80) |
| - factual_attribution: min=0.0000 Q1=0.3656 median=0.5263 Q3=0.6667 max=1.0000 |
| - completeness: min=0.2400 Q1=0.9365 median=1.0000 Q3=1.0000 max=1.0000 |
| - info_quality: min=0.0000 Q1=0.3433 median=0.5000 Q3=0.6376 max=1.0000 |
|
|
| Suggested 1D ordinal thresholds (low / intermediate / proficient) |
|
|
| - factual_attribution: t1=0.5590 t2=0.6132 dir=increasing (balanced_acc=0.483) |
| - low: x < 0.5590 |
| - intermediate: 0.5590 ≤ x < 0.6132 |
| - proficient: x ≥ 0.6132 |
| - completeness: t1=0.9583 t2=0.8775 dir=decreasing (balanced_acc=0.400) |
| - low: x ≥ 0.9583 |
| - intermediate: 0.8775 ≤ x < 0.9583 |
| - proficient: x < 0.8775 |
| - info_quality: t1=0.5119 t2=0.5731 dir=increasing (balanced_acc=0.479) |
| - low: x < 0.5119 |
| - intermediate: 0.5119 ≤ x < 0.5731 |
| - proficient: x ≥ 0.5731 |
|
|
| Decision tree rules (multivariate, shallow): |
| |--- source_coverage <= 0.68 |
| | |--- conciseness <= 0.09 |
| | | |--- class: 2 |
| | |--- conciseness > 0.09 |
| | | |--- class: 0 |
| |--- source_coverage > 0.68 |
| | |--- conciseness <= 0.60 |
| | | |--- class: 2 |
| | |--- conciseness > 0.60 |
| | | |--- class: 1 |
|
|
