InstanceRank based on borders for instance selection.
Pablo Hernandez-LealJesús Ariel Carrasco-OchoaJosé Francisco Martínez TrinidadJosé Arturo Olvera-LópezPublished in: Pattern Recognit. (2013)
Keyphrases
- instance selection
- feature and instance selection
- text classification
- nearest neighbor
- data reduction
- multiple instance learning
- classification accuracy
- supervised learning
- multi class
- concept drift
- feature selection
- semi supervised learning
- knowledge discovery and data mining
- evaluation criteria
- active learning
- principal component analysis
- class imbalanced
- unlabeled data
- labeled data
- machine learning
- training set
- data streams
- support vector
- training data
- information retrieval