Highlighting heterogeneous samples to support vector machines' training.
Chan-Yun YangPublished in: Neurocomputing (2008)
Keyphrases
- support vector
- learning machines
- training examples
- training samples
- training set
- large margin classifiers
- cross validation
- support vectors
- supervised learning
- training algorithm
- number of training samples
- hyperplane
- logistic regression
- training process
- training dataset
- kernel methods
- kernel function
- support vector machine
- training phase
- avoid overfitting
- multi class classification
- training data
- decision function
- data sets
- linear svm
- small number
- classification accuracy
- heterogeneous networks
- sample set
- svm classifier
- flowshop
- loss function
- test set
- feature selection
- machine learning
- real world
- neural network