A comparison of feature selection methodologies and learning algorithms in the development of a DNA methylation-based telomere length estimator.
Trevor DohertyEmma DempsterEilis J. HannonJonathan MillRichie PoultonDavid CorcoranKaren SugdenBen WilliamsAvshalom CaspiTerrie E. MoffittSarah Jane DelanyTherese M. MurphyPublished in: BMC Bioinform. (2023)
Keyphrases
- feature selection
- learning algorithm
- machine learning
- text classification
- least squares
- text categorization
- machine learning algorithms
- active learning
- mutual information
- case study
- multi class
- dna sequences
- maximum likelihood
- selected features
- feature selection algorithms
- design process
- feature set
- knn
- support vector