Sampled Bayesian Network Classifiers for Class-Imbalance and Cost-Sensitive Learning.

Liangxiao Jiang Chaoqun Li Zhihua Cai Harry Zhang

Published in: ICTAI (2013)

Keyphrases

bayesian network classifiers
class imbalance
cost sensitive learning
cost sensitive
active learning
class distribution

misclassification costs
binary classification
minority class
high dimensionality
feature selection

concept drift
high dimensional data
data sets
supervised learning
multi class

pairwise
data analysis
data streams
reinforcement learning
neural network