DNA sequence feature selection for intrinsic nucleosome positioning signals using AdaBoost.
Yu ZhangXiuwen LiuJustin A. FincherJonathan H. DennisPublished in: BCB (2010)
Keyphrases
- dna sequences
- feature selection
- multi class
- support vector
- dna computing
- dna sequencing
- gene structure prediction
- tandem repeats
- text categorization
- sequence patterns
- human genome
- mutual information
- high dimensionality
- biological sequences
- problems in computational biology
- support vector machine
- binding sites
- classification accuracy
- motif discovery
- feature space
- face detection
- gene prediction
- object detection
- feature set
- dimensionality reduction
- machine learning
- learning algorithm
- coding regions
- genomic sequences
- microarray data
- model selection
- feature extraction
- ensemble learning
- gene expression data