Classifier Assessment and Feature Selection for Recognizing Short Coding Sequences of Human Genes.
Kai SongZe ZhangTuopeng TongFang WuPublished in: J. Comput. Biol. (2012)
Keyphrases
- feature selection
- coding regions
- microarray data
- gene expression data
- feature set
- microarray datasets
- dna sequences
- feature space
- gene expression
- gene selection
- support vector
- classification performances
- text categorization
- gene expression data sets
- hidden markov models
- support vector machine
- feature subset
- bayes classifier
- feature selection and classifier
- feature selection algorithms
- cancer classification
- small sample
- input features
- feature ranking
- training data
- machine learning
- gene prediction
- learning algorithm
- decision trees
- feature extraction
- feature reduction
- motion capture data
- genomic sequences
- coding scheme
- genomic data
- cancer diagnosis
- dna microarray
- text classification
- microarray
- high dimensionality
- multi class
- gene ontology
- fold cross validation
- feature weighting
- binding sites
- genome sequences
- transcription factor binding sites
- classification models