"Real-time" Instance Selection for Biomedical Data Classification.
Chongsheng ZhangRoberto D'AmbrosioPaolo SodaPublished in: DaWaK (2014)
Keyphrases
- instance selection
- biomedical data
- feature and instance selection
- data reduction
- classification accuracy
- nearest neighbor
- text classification
- knowledge driven
- supervised learning
- multiple instance learning
- decision trees
- support vector
- feature extraction
- support vector machine
- multi class
- machine learning
- classification algorithm
- class labels
- reinforcement learning
- semi supervised learning
- dimensionality reduction
- machine learning methods
- concept drift
- training set
- co training
- feature space
- knowledge discovery and data mining
- training data
- feature selection
- data mining