Instance Selection for Class Imbalanced Problems by Means of Selecting Instances More than Once.
Javier Pérez-RodríguezAida de Haro-GarcíaNicolás García-PedrajasPublished in: CAEPIA (2011)
Keyphrases
- instance selection
- class imbalanced
- nearest neighbor
- text classification
- data reduction
- classification accuracy
- multi class
- semi supervised learning
- knowledge discovery and data mining
- data sets
- class imbalance
- support vector machine
- supervised learning
- decision trees
- high dimensionality
- evaluation criteria
- multiple instance learning
- unsupervised learning
- concept drift
- active learning
- machine learning