Obtaining Calibrated Probabilities from Boosting

Alexandru Niculescu-Mizil Rich Caruana

Published in: CoRR (2012)

Keyphrases

probability distribution
multi view
ensemble learning
weak classifiers
gradient boosting
rare events
ensemble methods
class membership
probability theory
stereo camera
base classifiers
database
belief networks
face recognition
case study
machine learning
real time