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Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels.
Shujian Yu
Xiaoyang Wang
José C. Príncipe
Published in:
IJCAI (2018)
Keyphrases
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hypothesis testing
drift detection
likelihood ratio
statistical tests
training data
hypothesis test
robust statistical
hypothesis tests
data sets
support vector
pairwise
image analysis
active learning
knowledge discovery
class labels
test statistic