Better Prediction of Protein Cellular Localization Sites with the it k Nearest Neighbors Classifier.
Paul HortonKenta NakaiPublished in: ISMB (1997)
Keyphrases
- k nearest neighbor
- knn
- knn classifier
- classification method
- classification algorithm
- nearest neighbor
- support vector machine
- k nearest
- k nearest neighbour
- subcellular localization
- experimentally determined
- knn classification
- nearest neighbor rule
- feature selection
- contact map
- nearest neighbor algorithm
- nearest neighbour
- cellular processes
- protein structure
- prediction accuracy
- protein sequences
- text classification
- support vector
- protein interaction
- input space
- decision trees
- distance function
- training data
- neural network
- training set
- mass spectrometry
- amino acids
- feature set
- similarity search
- index structure
- refinement step
- bayes error
- training samples
- decision boundary
- support vector machine svm
- machine learning