A comparative study of multiclass feature selection on RNAseq and microarray data.
Silu ZhangJunqing WangKeli XuMegan M. YorkYin-yuan MoYixin ChenYunyun ZhouPublished in: Int. J. Comput. Biol. Drug Des. (2019)
Keyphrases
- multi class
- microarray data
- feature selection
- gene selection
- support vector machine
- microarray classification
- gene expression data
- text categorization
- cancer classification
- multi class classification
- classification accuracy
- text classification
- microarray
- cost sensitive
- microarray datasets
- multiclass classification
- multiclass problems
- microarray data analysis
- feature selection algorithms
- machine learning
- small number of samples
- high dimensionality
- binary classification
- feature extraction
- pairwise
- classification models
- knn
- data sets
- dimensionality reduction
- feature set
- information gain
- feature subset
- gene expression
- binary classifiers
- active learning
- class probabilities
- model selection
- pattern recognition
- similarity measure
- cluster analysis