Feature selection in machine learning: A new perspective.
Jie CaiJiawei LuoShulin WangSheng YangPublished in: Neurocomputing (2018)
Keyphrases
- feature selection
- machine learning
- text classification
- text categorization
- support vector machine
- model selection
- learning systems
- learning algorithm
- pattern recognition
- explanation based learning
- feature selection algorithms
- information gain
- machine learning methods
- machine learning algorithms
- natural language processing
- text mining
- artificial intelligence
- feature generation
- selected features
- classification models
- inductive learning
- semi supervised learning
- unsupervised learning
- feature set
- feature space
- multi class
- classification accuracy
- knowledge discovery
- machine learning approaches
- data mining
- dimensionality reduction
- support vector
- active learning
- feature extraction
- high dimensionality
- computer science
- mutual information
- discriminative features
- feature weighting
- microarray data
- natural language
- selecting features
- forward selection
- multi task
- knowledge representation
- gene expression data
- learning tasks
- supervised learning
- naive bayes
- decision trees