A comparison study of similarity measures for covering-based neighborhood classifiers.
Fu-Lun LiuBen-Wen ZhangDavide CiucciWei-Zhi WuFan MinPublished in: Inf. Sci. (2018)
Keyphrases
- similarity measure
- decision trees
- training data
- training set
- similarity metrics
- feature vectors
- mutual information
- semantic similarity
- support vector
- test set
- supervised classification
- individual classifiers
- feature set
- svm classifier
- similarity assessment
- similarity function
- euclidean distance
- naive bayes
- training samples
- classification algorithm
- machine learning methods
- machine learning algorithms
- training examples
- ensemble learning
- linear classifiers
- similarity measurement
- feature selection
- multiple classifiers
- neighborhood structure
- neural network