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Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability.
Gintare Karolina Dziugaite
Shai Ben-David
Daniel M. Roy
Published in:
CoRR (2020)
Keyphrases
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prediction accuracy
trade off
high accuracy
predictive accuracy
computational cost
rule base
classification accuracy
confidence intervals
error rate
computational complexity
artificial intelligence
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information theoretic
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highly accurate