Multi-class Data Classification for Imbalanced Data Set using Combined Sampling Approaches.
Wanthanee PrachuabsupakijNuanwan SoonthornphisajPublished in: KDIR (2011)
Keyphrases
- multi class
- data sets
- single class
- binary classification problems
- multiple classes
- training data
- original data
- multi class classification
- support vector machine
- feature selection
- feature extraction
- cost sensitive
- high dimensional data
- text classification
- multi class classifier
- multi class boosting
- support vector
- machine learning algorithms
- test data
- training samples
- image classification
- data points
- training set
- feature space
- multi class problems
- decision trees
- learning algorithm