Variable Importance in Nonlinear Kernels (VINK): Classification of Digitized Histopathology.
Shoshana GinsburgSahirzeeshan AliGeorge LeeAjay BasavanhallyAnant MadabhushiPublished in: MICCAI (2) (2013)
Keyphrases
- support vector
- classification accuracy
- feature space
- classification scheme
- kernel principal component analysis
- kernel methods
- classification method
- support vector machine
- automatic classification
- pattern recognition
- image classification
- machine learning
- supervised learning
- classification models
- decision rules
- machine learning algorithms
- support vector machine svm
- svm classification
- training set
- feature selection
- feature maps
- model selection
- feature mapping
- kernel fisher
- cost sensitive
- scale space
- feature vectors
- bayesian networks
- feature extraction
- learning algorithm