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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%  
  1. # xxxx: number of e.g. hospital visits of type xxxx