Classification by Multiple Reducts-kNN with Confidence.
Naohiro IshiiYuichi MoriokaHiroaki KimuraYongguang BaoPublished in: IDEAL (2010)
Keyphrases
- knn
- k nearest neighbor
- k nearest neighbour
- classification method
- classification algorithm
- support vector machine svm
- knn algorithm
- knn classifier
- support vector machine
- text classification
- knn classification
- nearest neighbor
- text categorization
- decision rules
- k nearest
- distance function
- nearest neighbor algorithm
- majority voting
- nearest neighbour
- rough sets
- decision trees
- feature selection
- similarity search
- rough set theory
- distance measurement
- test instances
- machine learning
- hierarchical document clustering
- dimensionality reduction methods
- classification accuracy
- information gain
- pattern recognition
- naive bayes
- support vector
- learning algorithm