Ensemble learning for protein multiplex subcellular localization prediction based on weighted KNN with different features.
Shanping QiaoBaoqiang YanJing LiPublished in: Appl. Intell. (2018)
Keyphrases
- subcellular localization
- knn
- feature ranking
- ensemble learning
- k nearest neighbor
- text categorization
- k nearest neighbour
- feature selection
- nearest neighbor
- support vector machine
- classification method
- generalization ability
- ensemble classifier
- support vector machine svm
- classification algorithm
- feature subset
- feature extraction
- text classification
- ensemble methods
- high dimensionality
- gene selection
- selected features
- svm classifier
- drug discovery
- missing values
- feature set
- classification accuracy
- feature space
- learning algorithm
- data mining
- neural network
- test data
- data sets
- classification models
- feature selection algorithms
- pattern recognition
- face recognition
- fold cross validation
- machine learning