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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