Similarity classifier using similarity measure derived from Yu's norms in classification of medical data sets.
Pasi LuukkaPublished in: Comput. Biol. Medicine (2007)
Keyphrases
- similarity measure
- classification method
- classification scheme
- medical data sets
- classification rules
- feature vectors
- classification algorithm
- classification process
- class labels
- support vector
- decision trees
- feature selection
- classification rate
- feature space
- support vector machine
- distance measure
- feature set
- svm classifier
- classification models
- classification accuracy
- nearest neighbor classifier
- measuring similarity
- similarity function
- training samples
- semantic similarity
- training set
- pattern recognition
- decision boundary
- nearest neighbour
- euclidean distance
- classifier combination
- similarity assessment
- edit distance
- binary classifiers
- histogram intersection kernel
- data sets
- similarity search
- machine learning
- feature extraction
- supervised learning
- pairwise
- rule sets
- support vector machine svm
- text classification
- individual classifiers
- error rate
- neural network
- similarity metric
- naive bayes
- knn
- high dimensional
- medical data
- training examples
- data mining
- database