A distributed instance-weighted SVM algorithm on large-scale imbalanced datasets.

Xiaoguang Wang Xuan Liu Stan Matwin

Published in: IEEE BigData (2014)

Keyphrases

support vector machine svm
imbalanced datasets
classification algorithm
optimal solution
support vector
support vectors
data sets
machine learning
active learning
input data
class distribution
class imbalance
binary classification
multi class classification