Bayesian MMSE estimation of classification error and performance on real genomic data.
Lori A. DaltonEdward R. DoughertyPublished in: GENSiPS (2010)
Keyphrases
- classification error
- genomic data
- estimation error
- high throughput
- training set
- biological data
- class labels
- decision rules
- maximum likelihood
- generalization error
- experimental conditions
- gene expression data
- hyperparameters
- bayesian inference
- bayesian networks
- protein protein interactions
- training samples
- principal component analysis
- base classifiers
- gene expression
- gene expression profiles
- cross validation