Comprehensive vertical sample-based KNN/LSVM classification for gene expression analysis.
Fei PanBaoying WangXin HuWilliam PerrizoPublished in: J. Biomed. Informatics (2004)
Keyphrases
- knn
- k nearest neighbor
- gene expression analysis
- k nearest neighbour
- classification algorithm
- classification method
- support vector machine svm
- knn algorithm
- nearest neighbor
- text classification
- support vector machine
- nearest neighbour
- knn classifier
- microarray
- feature selection
- knn classification
- text categorization
- gene expression
- gene expression data
- similarity search
- decision trees
- distance function
- image classification
- pattern recognition
- neural network
- microarray data
- svm classifier
- training set
- k nearest
- machine learning methods
- prediction accuracy
- naive bayes
- learning algorithm