A view of margin losses as regularizers of probability estimates.

Hamed Masnadi-Shirazi Nuno Vasconcelos

Published in: J. Mach. Learn. Res. (2015)

Keyphrases

probability estimates
cost sensitive
naive bayes
decision trees
probability estimation
posterior probability
empirical evidence
training set
text classification
probability density function
classification models
test instances
machine learning
feature selection
classification accuracy
roc curve