Exact fuzzy k-nearest neighbor classification for big datasets.
Jesús MailloJulián LuengoSalvador GarcíaFrancisco HerreraIsaac TrigueroPublished in: FUZZ-IEEE (2017)
Keyphrases
- uci repository
- benchmark datasets
- decision trees
- uci machine learning repository
- classification accuracy
- machine learning
- protein secondary structure prediction
- automatic classification
- fuzzy k nearest neighbor
- classification scheme
- text classification
- associative classifiers
- pattern recognition
- training dataset
- feature vectors
- case study
- support vector machine
- classification models
- pattern classification
- real world
- social networks
- feature space
- big data
- supervised learning
- classification method
- classification algorithm
- machine learning algorithms
- support vector machine svm
- training samples
- image classification
- feature set