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Table 1 Explanation of a classifier for foetal heart abnormalities

From: Ada-WHIPS: explaining AdaBoost classification with applications in the health sciences

Decision: Explanation: Contrast: Confidence:
Normal DP ≤0.0013 −74.5% Coverage: 60.0%
  ALTV ≤7.7 −43.2% Precision: 98.2% of covered
Prior 79.0% Min ≤113.15 −34.58%  
  1. DP: Number of prolonged decelerations per second.
  2. ALTV: % time with abnormal short term variability.
  3. Min: Minimum of baseline foetal heart rate histogram