Boosting specificity of MEG artifact removal by weighted support vector machine.
Fang DuanMontri PhothisonothaiMitsuru KikuchiYuko YoshimuraYoshio MinabeKatsumi WatanabeKazuyuki AiharaPublished in: EMBC (2013)
Keyphrases
- support vector machine
- soft margin
- feature selection
- multi class
- lp norm
- cost sensitive
- svm classifier
- support vector
- machine learning
- kernel function
- training set
- feature space
- training data
- boosting algorithms
- ensemble classifier
- independent component analysis
- feature vectors
- svm classification
- support vector machine svm
- ensemble learning
- weak classifiers
- generalization ability
- multi class support vector machines
- ensemble methods
- k nearest neighbor
- text classification
- similarity measure
- radial basis function
- classification method
- weighted sum
- binary classification
- classification algorithm
- small sample
- knn
- weak learners
- pairwise
- stock market prediction
- data sets