Classification of G-protein coupled receptors based on support vector machine with maximum relevance minimum redundancy and genetic algorithm.
Zhanchao LiXuan ZhouZong DaiXiaoyong ZouPublished in: BMC Bioinform. (2010)
Keyphrases
- minimum redundancy
- support vector machine
- feature selection
- genetic algorithm
- support vector machine svm
- support vector
- svm classifier
- classification method
- classification algorithm
- multi class
- feature vectors
- classification accuracy
- decision boundary
- svm classification
- small sample
- training set
- high classification accuracy
- machine learning
- machine learning methods
- fitness function
- binary decision tree
- text classification
- image classification
- kernel function
- neural network
- training data
- structured output
- multi objective
- knn
- generalization ability
- k nearest neighbor
- automatic classification
- classification process
- radial basis function
- optimal parameters
- kernel methods
- genetic programming
- soft margin
- feature space
- training samples
- machine learning algorithms