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On the Importance of Diversity in Re-Sampling for Imbalanced Data and Rare Events in Mortality Risk Models.
Yuxuan Yang
Hadi Akbarzadeh Khorshidi
Uwe Aickelin
Aditi Nevgi
Elif Ekinci
Published in:
CoRR (2020)
Keyphrases
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imbalanced data
rare events
class imbalance
classification models
class distribution
linear regression
minority class
sampling methods
feature selection
probabilistic model
support vector machine
monte carlo
importance sampling
machine learning
data streams
model selection