Predicting Subcellular Locations of Eukaryotic Proteins Using Bayesian and /k/-Nearest Neighbor Classifiers.
Han C. W. HsiaoShih-Hao ChenJudson Pei-Chun ChangJeffrey J. P. TsaiPublished in: J. Inf. Sci. Eng. (2008)
Keyphrases
- k nearest neighbor
- knn
- knn classifier
- classification algorithm
- classification method
- subcellular localization
- k nearest neighbour
- nearest neighbor
- nearest neighbor algorithm
- protein function
- biological processes
- majority voting
- nearest neighbour
- feature selection
- support vector machine
- text categorization
- binary classification tasks
- protein interaction
- feature ranking
- decision trees
- protein protein interactions
- protein sequences
- distance function
- support vector
- nearest neighbor classification
- computational methods
- decision boundary
- dna sequences
- support vector machine svm
- class probability estimation
- training data
- graph construction
- amino acids
- neural network
- svm classifier
- feature reduction
- text classification
- vowel recognition
- machine learning methods
- protein structure
- gene expression
- class labels
- training set
- bayesian networks
- naive bayes
- knn algorithm
- multi class
- high dimensional
- information retrieval