Evaluation of Feature Ranking Ensembles for High-Dimensional Biomedical Data: A Case Study.
Ludmila I. KunchevaChristopher J. SmithYasir Iftikhar SyedChristopher O. PhillipsKeir Edward LewisPublished in: ICDM Workshops (2012)
Keyphrases
- feature ranking
- biomedical data
- high dimensional
- high dimensionality
- knowledge driven
- feature selection
- data mining methods
- high dimensional data
- low dimensional
- random forest
- dimensionality reduction
- text categorization
- gene expression data
- systems biology
- logistic regression
- support vector machine
- data points
- text classification
- nearest neighbor
- ensemble learning
- fold cross validation
- machine learning