A New Over-Sampling Approach: Random-SMOTE for Learning from Imbalanced Data Sets.

Yanjie Dong Xuehua Wang

Published in: KSEM (2011)

Keyphrases

imbalanced data sets
imbalanced data
concept learning
class distribution
learning tasks
data generation
benchmark data sets
class imbalance
machine learning
learning process
learning algorithm
prediction accuracy
sample size
monte carlo
markov chain
random sampling
supervised learning
active learning