Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data.
Chia Huey OoiMadhu ChettyShyh Wei TengPublished in: ISBMDA (2005)
Keyphrases
- multi class
- gene expression data
- feature selection
- high dimensionality
- microarray data
- support vector machine
- microarray
- multiclass problems
- gene selection
- gene expression analysis
- gene expression data sets
- classification accuracy
- analysis of gene expression data
- multiclass classification
- gene expression
- cost sensitive
- text categorization
- microarray datasets
- binary classification
- multiclass learning
- machine learning
- multiple classes
- feature extraction
- feature selection algorithms
- information gain
- dna microarray
- feature space
- text classification
- cancer classification
- feature set
- multi task
- feature subset
- dimensionality reduction
- knn
- pairwise
- support vector
- data sets
- error correcting output codes
- boosting algorithms
- pattern recognition
- binary classification problems
- loss function
- model selection
- k nearest neighbor
- naive bayes