Discriminating bipolar disorder from major depression based on kernel SVM using functional independent components.
Shuang GaoElizabeth A. OsuchMichael WammesJean ThébergeTian-Zi JiangVince D. CalhounJing SuiPublished in: MLSP (2017)
Keyphrases
- independent components
- support vector
- independent component analysis
- feature space
- kernel function
- support vector machine svm
- feature vectors
- kernel methods
- rbf kernel
- support vector machine
- factor analysis
- knn
- kernel pca
- independent components analysis
- multiple kernel learning
- blind source separation
- radial basis function
- principal components
- hyperplane
- cross validation
- support vectors
- svm classifier
- machine learning
- feature set
- principal component analysis
- classification accuracy
- feature selection