SVM et visualisation pour la fouille de grands ensembles de données.
Thanh-Nghi DoFrançois PouletPublished in: EGC (2005)
Keyphrases
- support vector machine svm
- support vector
- imbalanced data
- support vector machine
- generalization ability
- ensemble learning
- knn
- decision trees
- ensemble methods
- svm classifier
- training data
- hyperplane
- ensemble classifier
- feature selection
- multi class svm
- support vectors
- classification algorithm
- multi class
- kernel function
- feature space
- feature ranking
- neural network
- base classifiers
- svm classification
- training set
- random forests
- gene selection
- learning machines
- decision forest
- ensemble selection
- cost sensitive
- base learners
- random forest
- kernel methods
- classification method
- semi supervised
- machine learning