Enhancing ELM by Markov Boundary based feature selection.
Ying YinYuhai ZhaoBin ZhangChenguang LiSong GuoPublished in: Neurocomputing (2017)
Keyphrases
- feature selection
- extreme learning machine
- markov chain
- mutual information
- text categorization
- feature extraction
- feature set
- extreme learning machines
- markov model
- feature selection algorithms
- multi class
- classification accuracy
- support vector
- data sets
- semi markov
- selected features
- object boundaries
- text classification
- microarray data
- feature subset
- artificial neural networks
- feature space
- conditional independence
- machine learning
- back propagation
- high dimensionality
- information gain
- unsupervised learning
- discriminative features
- feedforward neural networks
- knn
- method for feature selection
- dimensionality reduction