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A robust algorithm for explaining unreliable machine learning survival models using the Kolmogorov-Smirnov bounds.
Maxim S. Kovalev
Lev V. Utkin
Published in:
Neural Networks (2020)
Keyphrases
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decision trees
machine learning
machine learning algorithms
goodness of fit
probabilistic model
worst case
learning algorithm
bayesian framework
upper bound
optimal solution
objective function
expectation maximization
parameter estimation
lower bound
monte carlo
learning models
log likelihood