Moments and root-mean-square error of the Bayesian MMSE estimator of classification error in the Gaussian model.
Amin ZollanvariEdward R. DoughertyPublished in: Pattern Recognit. (2014)
Keyphrases
- classification error
- root mean square error
- gaussian model
- maximum likelihood
- estimation error
- standard deviation
- gaussian distribution
- correlation coefficient
- expectation maximization
- gaussian mixture model
- mixture model
- hyperparameters
- training set
- generalization error
- class labels
- training samples
- signal to noise ratio
- em algorithm
- maximum a posteriori
- computer vision
- bayesian networks
- cross validation
- prior knowledge
- training data
- learning algorithm