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All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously.
Aaron Fisher
Cynthia Rudin
Francesca Dominici
Published in:
J. Mach. Learn. Res. (2019)
Keyphrases
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prediction model
structured prediction
accurate models
learning algorithm
learning process
learning systems
learning models
models built
data sets
e learning
training data
prior knowledge
markov random field
knowledge acquisition
classification models
hidden variables