An empirical evaluation of imbalanced data strategies from a practitioner's point of view.

Jacques Wainer Rodrigo A. Franceschinell

Published in: CoRR (2018)

Keyphrases

imbalanced data
class distribution
ensemble methods
linear regression
feature selection
learning from imbalanced data
support vector machine
imbalanced datasets
class imbalance
sampling methods
random forest
classification models
decision boundary
class labels
benchmark datasets
least squares
training data