Clustering Inside Classes Improves Performance of Linear Classifiers.

Dmitriy Fradkin

Published in: ICTAI (2) (2008)

Keyphrases

linear classifiers
multi class
clustering algorithm
k means
linear classification
hyperplane
data points
generalization error
data sets
machine learning
svm classifier
learning algorithm
lower bound
training set
principal components