Kernel Independent Component Analysis-Based Prediction on the Protein O-Glycosylation Sites Using Support Vectors Machine and Ensemble Classifiers.
Zehao ChenPublished in: ICIC (3) (2015)
Keyphrases
- ensemble classifier
- support vectors
- support vector machine
- kernel independent component analysis
- support vector
- svm classifier
- kernel function
- training data
- ensemble learning
- concept drift
- random forest
- classification models
- hyperplane
- training samples
- ensemble methods
- training dataset
- prediction accuracy
- support vector machine svm
- training examples
- feature selection
- base classifiers
- generalization ability
- multi class
- knn
- decision trees
- k nearest neighbor
- semi supervised learning
- data sets
- similarity measure
- ls svm
- prediction model
- weak classifiers
- learning algorithm
- data mining