Table 3 Explanation of automated 30-day hospital readmission risk assessment
From: Ada-WHIPS: explaining AdaBoost classification with applications in the health sciences
Decision: | Explanation: | Contrast: | Confidence: |
|---|---|---|---|
Risk: Low | # inpatient ≤1.0 ∧ | −58.1% | Coverage: 16.5% |
# emergency ≤0.5 ∧ | −46.7% | Precision: 98.1% of covered | |
# outpatient ≤0.5 ∧ | −41.8% | ||
Prior 65.0% | # diagnoses ≤5.5 | −39.6% |