A Novel Feature Selection Algorithm with Supervised Mutual Information for Classification.
Jaganathan PalanichamyKuppuchamy RamasamyPublished in: Int. J. Artif. Intell. Tools (2013)
Keyphrases
- feature selection
- mutual information
- feature selection algorithms
- classification accuracy
- sequential forward
- selection criterion
- irrelevant features
- feature set
- machine learning
- feature subset
- support vector machine
- supervised learning
- selected features
- data sets
- feature subset selection
- unsupervised learning
- text classification
- imbalanced datasets
- image registration
- genetic programming
- classification models
- text categorization
- similarity measure
- learning algorithm
- support vector
- feature space
- training set
- genetic algorithm
- machine learning algorithms
- optimization algorithm
- model selection
- image classification
- support vector machine svm
- semi supervised
- classification method
- knn
- decision trees
- dimensionality reduction
- artificial neural networks
- expectation maximization
- pattern recognition
- feature extraction