Quality Assessment of Affymetrix GeneChip Data using the EM Algorithm and a Naive Bayes Classifier.
Brian E. HowardBeate SickImara PereraYang Ju ImHeike Winter-SederoffSteffen HeberPublished in: BIBE (2007)
Keyphrases
- em algorithm
- quality assessment
- data sets
- expectation maximization
- data quality
- maximum likelihood
- naive bayes classifier
- data analysis
- maximum likelihood estimation
- labeled data
- incomplete data
- high quality
- unlabeled data
- feature selection
- hidden variables
- training data
- missing values
- microarray
- high dimensional data
- knowledge discovery
- generative model
- bayesian networks
- probability distribution
- text classification
- image quality
- input data