A robust algorithm for explaining unreliable machine learning survival models using the Kolmogorov-Smirnov bounds.

Maxim S. Kovalev Lev V. Utkin

Published in: CoRR (2020)

Keyphrases

learning algorithm
machine learning
probabilistic model
worst case
objective function
optimal solution
goodness of fit
training data
expectation maximization
model selection
parameter estimation
hypothesis testing
information systems
bayesian networks
bayesian framework