Exact MSE performance of the Bayesian MMSE estimator for classification error.
Lori A. DaltonEdward R. DoughertyPublished in: ACSCC (2011)
Keyphrases
- classification error
- minimum mean squared error
- maximum a posteriori
- maximum likelihood
- minimum mean square error
- hyperparameters
- signal to noise ratio
- estimation error
- training set
- training samples
- class labels
- decision rules
- bayesian networks
- generalization error
- bayesian inference
- cross validation
- closed form
- image reconstruction
- wavelet coefficients
- em algorithm
- denoising
- data mining
- energy function
- expectation maximization
- markov random field
- machine learning