Nearest Neighbour-Based Fuzzy-Rough Feature Selection.
Richard JensenNeil Mac ParthaláinPublished in: RSCTC (2014)
Keyphrases
- nearest neighbour
- feature selection
- knn
- k nearest neighbor
- k nearest neighbour
- euclidean distance
- support vector machine
- text categorization
- feature set
- decision trees
- machine learning
- feature selection algorithms
- classification accuracy
- high dimensionality
- mutual information
- dimensionality reduction
- unsupervised feature selection
- nearest neighbour algorithm
- support vector
- rough sets
- multi class
- feature space
- feature subset
- selected features
- image processing
- training set
- naive bayes
- feature extraction
- neural network
- method for feature selection
- information retrieval
- irrelevant features
- computer vision
- multilayer perceptron
- training data
- reinforcement learning
- text classification
- database