Combining Classifiers Using Their Receiver Operating Characteristics and Maximum Likelihood Estimation.
Steven HakerWilliam M. Wells IIISimon K. WarfieldIon-Florin TalosJui G. BhagwatDaniel Goldberg-ZimringAsim MianLucila Ohno-MachadoKelly H. ZouPublished in: MICCAI (2005)
Keyphrases
- maximum likelihood estimation
- receiver operating characteristic
- combining classifiers
- roc curve
- classifier combination
- combining multiple
- maximum likelihood
- naive bayes
- em algorithm
- decision trees
- parameter estimation
- multiple classifiers
- probability estimation
- base classifiers
- density function
- expectation maximization
- individual classifiers
- probability distribution
- data mining
- information retrieval
- bayesian networks
- multi class
- classification error
- neural network
- generative model