A learning method for the class imbalance problem with medical data sets.

Der-Chiang Li Chiao-Wen Liu Susan C. Hu

Published in: Comput. Biol. Medicine (2010)

Keyphrases

prior knowledge
data streams
learning process
learning scheme
class imbalance
database
knowledge discovery
medical data sets
sampling methods
test data
error rate
principal component analysis
supervised learning
classification accuracy
active learning
training data
e learning