A Novel System for Multi-level Crohn's Disease Classification and Grading Based on a Multiclass Support Vector Machine.
Silvia FranchiniMaria Chiara TerranovaGiuseppe Lo ReM. GaliaSergio SalernoMassimo MidiriSalvatore VitabilePublished in: IIH-MSP (1) (2017)
Keyphrases
- multi class
- support vector machine
- multiclass classification
- multiclass problems
- svm classifier
- cost sensitive classification
- multiple classes
- cost sensitive
- support vector machine svm
- multi class classification
- binary classifiers
- classification algorithm
- binary and multi class
- support vector
- multi class classifier
- class probabilities
- feature vectors
- binary classification
- multi class svm
- feature selection
- machine learning
- generalization ability
- multiclass support vector machines
- svm classification
- binary classification problems
- error correcting output codes
- training set
- k nearest neighbor
- multi class boosting
- decision boundary
- kernel fisher
- multiclass svm
- data sets
- maximum margin
- kernel function
- classification accuracy
- pairwise
- multi task
- hyperplane
- single class
- soft margin
- kernel methods
- knn
- benchmark datasets
- text classification
- multiclass learning
- feature extraction