Comparison of rank-based vs. score-based aggregation for ensemble gene selection.
David J. DittmanTaghi M. KhoshgoftaarRandall WaldAmri NapolitanoPublished in: IRI (2013)
Keyphrases
- gene selection
- microarray data
- ensemble feature selection
- survival prediction
- microarray
- feature ranking
- cancer classification
- microarray classification
- cancer diagnosis
- gene expression data
- gene expression
- feature selection
- dna microarray
- gene expression profiles
- support vector machine svm
- ensemble methods
- microarray data analysis
- microarray datasets
- neural network
- random forest
- base classifiers
- training set
- training data
- data sets
- random forests
- ensemble learning
- machine learning methods
- ovarian cancer
- dna microarray data
- tumor classification
- early detection
- principal component analysis
- support vector machine