Improved centroids estimation for the nearest shrunken centroid classifier.
Sijian WangJi ZhuPublished in: Bioinform. (2007)
Keyphrases
- k means
- training data
- data points
- nearest neighbour
- classifier systems
- support vector
- feature space
- clustering algorithm
- classification algorithm
- training set
- feature selection
- classification scheme
- support vector machine
- nearest neighbor
- feature set
- text classification
- svm classifier
- selection criterion
- training examples
- multiple kernel learning
- accurate estimation
- classifier combination
- k nearest
- classification rate
- estimation algorithm
- estimation error
- classification method
- machine learning
- decision trees
- learning algorithm