Classifying Treated vs. Untreated MDD Adolescents from Anatomical Connectivity using Nonlinear SVM.
Shu-Hsien ChuChristophe LengletMindy Westlund SchreinerBonnie Klimes-DouganKathryn CullenKeshab K. ParhiPublished in: EMBC (2018)
Keyphrases
- support vector
- support vector machine svm
- support vector machine
- multi class
- kernel function
- brain connectivity
- medical images
- knn
- feature selection
- functional connectivity
- connected components
- generalization ability
- training data
- three dimensional
- svm classifier
- classification algorithm
- high dimension
- machine learning
- kernel svms
- quadratic programming
- support vectors
- automatic classification
- anatomical structures
- training set
- svm classification
- training process
- linear svm
- kernel methods
- k nearest neighbor
- multi class svm
- cortical regions