A comprehensive survey on feature selection in the various fields of machine learning.
Pradip DhalChandrashekhar AzadPublished in: Appl. Intell. (2022)
Keyphrases
- feature selection
- machine learning
- machine learning methods
- text classification
- text categorization
- classification accuracy
- feature selection algorithms
- computer vision
- pattern recognition
- support vector machine
- support vector
- mutual information
- machine learning algorithms
- unsupervised learning
- high dimensionality
- microarray data
- feature generation
- feature set
- information extraction
- data mining
- decision trees
- unsupervised feature selection
- natural language processing
- machine learning approaches
- genetic algorithm
- learning algorithm
- artificial intelligence
- knowledge acquisition
- kernel methods
- learning tasks
- feature extraction
- computer science
- feature subset
- information gain
- active learning
- feature weighting
- information retrieval
- knowledge representation