Top Scoring Pairs for Feature Selection in Machine Learning and Applications to Cancer Outcome Prediction.
Ping ShiSurajit RayQifu ZhuMark A. KonPublished in: BMC Bioinform. (2011)
Keyphrases
- outcome prediction
- feature selection
- machine learning
- breast cancer
- genomic data
- text classification
- dimensionality reduction
- model selection
- text categorization
- machine learning algorithms
- machine learning methods
- classification accuracy
- support vector machine
- feature set
- protein protein interaction networks
- decision trees
- data mining
- feature space
- gene expression datasets
- data sets
- mutual information
- pairwise
- data analysis
- high dimensionality
- feature subset
- biological data
- gene selection
- protein protein interactions
- high dimensional