Facing Imbalanced Data-Recommendations for the Use of Performance Metrics.

László A. Jeni Jeffrey F. Cohn Fernando De la Torre

Published in: ACII (2013)

Keyphrases

imbalanced data
linear regression
learning from imbalanced data
class distribution
ensemble methods
class imbalance
feature selection
imbalanced datasets
decision trees
classification models
sampling methods
ensemble classifier
support vector machine
least squares
random forest
prediction accuracy