Classification Performance of Rank Aggregation Techniques for Ensemble Gene Selection.
David J. DittmanTaghi M. KhoshgoftaarRandall WaldAmri NapolitanoPublished in: FLAIRS Conference (2013)
Keyphrases
- gene selection
- rank aggregation
- cancer classification
- survival prediction
- feature selection
- dna microarray data
- feature ranking
- cancer diagnosis
- microarray data
- gene expression profiles
- ovarian cancer
- tumor classification
- colon cancer
- dna microarray
- support vector machine svm
- classification accuracy
- pattern recognition
- microarray
- microarray data analysis
- microarray analysis
- neural network
- decision trees
- support vector machine
- training set
- gene expression data
- microarray datasets
- gene expression
- machine learning methods
- random forest
- text classification
- feature vectors
- ensemble methods
- web search
- data sets
- machine learning
- support vector
- image classification
- high dimensional data
- high dimensionality