A Rough Set Based Feature Selection Approach Using Random Feature Vectors.
Muhammad Summair RazaUsman QamarPublished in: FIT (2016)
Keyphrases
- feature vectors
- feature selection
- feature set
- feature space
- feature extraction
- support vector machine
- rotation invariant
- gaussian mixture model
- svm classifier
- mutual information
- rough sets
- feature selection algorithms
- classification accuracy
- unsupervised feature selection
- similarity measure
- text classification
- rough set theory
- selected features
- fuzzy clustering
- texture features
- method for feature selection
- model selection
- euclidean distance
- text categorization
- multi class
- high dimensionality
- face images
- information gain
- knowledge discovery
- hidden markov models
- irrelevant features
- data mining
- classification models
- feature weighting
- support vector
- machine learning