Cluster-based instance selection for machine classification.
Ireneusz CzarnowskiPublished in: Knowl. Inf. Syst. (2012)
Keyphrases
- instance selection
- feature and instance selection
- uci machine learning repository
- classification accuracy
- text classification
- data reduction
- support vector
- supervised learning
- pattern recognition
- support vector machine
- multi class
- nearest neighbor
- multiple instance learning
- decision trees
- semi supervised learning
- class imbalanced
- machine learning
- high dimensionality
- evaluation criteria
- feature selection
- feature extraction
- unsupervised learning
- co training
- image understanding
- model selection
- dimensionality reduction
- semi supervised
- feature vectors