Exact Sample Conditioned MSE Performance of the Bayesian MMSE Estimator for Classification Error - Part II: Consistency and Performance Analysis.
Lori A. DaltonEdward R. DoughertyPublished in: IEEE Trans. Signal Process. (2012)
Keyphrases
- classification error
- minimum mean squared error
- estimation error
- minimum mean square error
- maximum likelihood
- signal to noise ratio
- maximum a posteriori
- training set
- class labels
- decision rules
- hyperparameters
- training samples
- generalization error
- sample size
- bayesian inference
- bayesian networks
- base classifiers
- test data
- data mining
- standard deviation
- bayesian framework
- edge detection