A Novel Feature Ranking Criterion for Supervised Interval Valued Feature Selection for Classification.
N. Vinay KumarD. S. GuruPublished in: WML@ICDAR (2017)
Keyphrases
- feature selection
- feature ranking
- interval valued
- classification accuracy
- feature selection algorithms
- feature subset
- classification models
- text categorization
- support vector machine
- feature subset selection
- text classification
- feature space
- machine learning
- selected features
- high dimensionality
- knn
- multi class
- model selection
- fold cross validation
- multi layer perceptron
- feature set
- support vector
- microarray data
- feature extraction
- ensemble learning
- real valued
- pattern recognition
- random forest
- unsupervised learning
- dimensionality reduction
- partially ordered
- learning algorithm
- evolutionary algorithm
- logistic regression
- supervised learning
- semi supervised
- training set
- decision trees
- genetic algorithm