Bias Estimation and Correction in a Classifier using Product of Likelihood-Gaussians.
T. NagarajanDouglas D. O'ShaughnessyPublished in: ICASSP (3) (2007)
Keyphrases
- selection criterion
- mixture of gaussians
- maximum likelihood
- maximum likelihood estimation
- sample selection bias
- support vector
- bias variance decomposition
- feature selection
- support vector machine
- linear classifiers
- linear combination
- classification algorithm
- error analysis
- classification scheme
- feature space
- training data
- decision trees
- neural network
- life cycle
- training set
- svm classifier
- gaussian mixture model
- class labels
- training samples
- model selection
- probability density
- prior probabilities
- product information
- distortion correction
- machine learning