Influence of Fuzzy Tolerance Metrics on Classification and Regression Tasks for Fuzzy-Rough Nearest Neighbour Algorithms.
Andreja NaumoskiGeorgina MircevaPetre LameskiPublished in: ICT Innovations (2016)
Keyphrases
- nearest neighbour
- k nearest neighbour
- knn
- nearest neighbour algorithm
- machine learning algorithms
- classification algorithm
- machine learning
- k nearest neighbor
- euclidean distance
- training set
- decision trees
- support vector
- benchmark datasets
- classification accuracy
- pattern recognition
- fuzzy sets
- supervised learning
- model selection
- evaluation metrics
- database
- data analysis
- text classification
- rough sets
- feature extraction
- regression problems
- support vector machine
- regression method
- fuzzy classifier
- fuzzy classification