Hierarchical Naive Bayes for genetic association studies.
Alberto MaloviniNicola BarbariniRiccardo BellazziFrancesca De MichelisPublished in: BMC Bioinform. (2012)
Keyphrases
- naive bayes
- haplotype inference
- association studies
- decision trees
- text classification
- logistic regression
- classification accuracy
- naive bayes classifier
- entropy minimization
- genome wide
- text categorization
- human genome
- linkage disequilibrium
- single nucleotide polymorphisms
- training data
- bayesian networks
- feature selection
- bayesian network classifiers
- branch and bound algorithm
- averaged one dependence estimators
- answer set programming
- data sets
- base classifiers
- conditional independence assumption
- learning algorithm
- multi population
- high throughput
- computational approaches
- test collection
- unsupervised learning
- logic programming
- data analysis
- support vector
- genetic algorithm