On the suitability of Extreme Learning Machine for gene classification using feature selection.
Javier Sánchez-MonederoManuel Cruz-RamírezFrancisco Fernández-NavarroJuan Carlos FernándezPedro Antonio GutiérrezCésar Hervás-MartínezPublished in: ISDA (2010)
Keyphrases
- feature selection
- extreme learning machine
- classification accuracy
- support vector machine
- multi category
- support vector
- machine learning
- model selection
- text classification
- feature extraction
- pattern recognition
- high dimensionality
- classification algorithm
- feature space
- dimension reduction
- feature set
- dimensionality reduction
- multi class
- text categorization
- feature subset
- pattern classification
- support vector machine svm
- support vector regression
- feature vectors
- microarray
- ensemble methods
- multi task
- variable selection
- feed forward neural networks
- single layer
- decision trees
- training set