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Interpretable Subgroup Discovery in Treatment Effect Estimation with Application to Opioid Prescribing Guidelines.
Chirag Nagpal
Dennis Wei
Bhanukiran Vinzamuri
Monica Shekhar
Sara E. Berger
Subhro Das
Kush R. Varshney
Published in:
CoRR (2019)
Keyphrases
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subgroup discovery
classification rules
rule learning
decision support
pattern mining
contrast set mining
data sets
neural network
machine learning
data structure
distance measure
data mining tasks
interesting patterns
rule discovery
numeric attributes
exceptional model mining