Optimizing F-measure with non-convex loss and sparse linear classifiers.

Punya Murthy Chinta Balamurugan P.Shirish K. Shevade M. Narasimha Murty

Published in: IJCNN (2013)

Keyphrases

linear classifiers
hyperplane
linear classification
multi class
convex hull
generalization error
svm classifier
machine learning
high dimensional
bayesian networks
em algorithm
image classification
feature vectors
principal components
hyperparameters
pattern recognition
data sets