Application of committee kNN classifiers for gene expression profile classification.
Manik DhawanSudarshan SelvarajaZhong-Hui DuanPublished in: Int. J. Bioinform. Res. Appl. (2010)
Keyphrases
- knn
- k nearest neighbour
- classification algorithm
- classification method
- k nearest neighbor
- knn classifier
- majority voting
- knn algorithm
- nearest neighbour
- nearest neighbor
- support vector machine svm
- text classification
- feature selection
- nearest neighbor algorithm
- support vector machine
- gene expression profiles
- decision trees
- naive bayes
- distance function
- class labels
- support vector
- binary classification tasks
- training set
- information gain
- machine learning methods
- classification models
- feature vectors
- text categorization
- multi class
- classification accuracy
- feature extraction
- machine learning
- microarray data
- unsupervised learning
- svm classifier
- training data