DEMST-KNN: A Novel Classification Framework to Solve Imbalanced Multi-class Problem.
Ying XiaYini PengXu ZhangHae-Young BaePublished in: CSOC (1) (2017)
Keyphrases
- multi class
- knn
- support vector machine
- k nearest neighbor
- error correcting output codes
- binary classification tasks
- multi class classification
- support vector machine svm
- k nearest neighbour
- binary classifiers
- multi class classifier
- multiple classes
- classification algorithm
- single class
- binary classification problems
- text classification
- cost sensitive
- multi class problems
- knn algorithm
- binary and multi class
- feature selection
- multiple instance learning
- nearest neighbor
- multi class boosting
- class probabilities
- probabilistic boosting tree
- multi task
- majority voting
- binary classification
- machine learning
- knn classifier
- svm classifier
- text categorization
- object detection
- classification accuracy
- multi task learning
- support vector
- pairwise
- knn classification
- neural network
- learning algorithm
- feature vectors
- supervised learning
- feature mapping
- distance function
- data sets