Evaluation of Sampling Methods for Learning from Imbalanced Data.

Garima Goel Liam P. Maguire Yuhua Li Seán F. McLoone

Published in: ICIC (1) (2013)

Keyphrases

sampling methods
learning from imbalanced data
imbalanced datasets
imbalanced data
random sampling
sampling algorithm
active learning
class imbalance
classification accuracy
model selection
random forest
class distribution
training dataset
cost sensitive learning