A Characterization of the Combined Effects of Overlap and Imbalance on the SVM Classifier
Misha DenilThomas P. TrappenbergPublished in: CoRR (2011)
Keyphrases
- svm classifier
- support vector machine
- support vector machine svm
- support vector
- feature vectors
- image classification
- imbalanced data
- training set
- hyperplane
- decision function
- kernel function
- support vectors
- class imbalance
- svm classification
- informative features
- selected features
- fold cross validation
- computer vision
- neural network
- database