GRASP for Instance Selection in Medical Data Sets.
Alfonso FernándezAbraham DuarteRosa HernándezÁngel SánchezPublished in: IWPACBB (2010)
Keyphrases
- instance selection
- medical data sets
- classification rules
- data reduction
- data sets
- nearest neighbor
- medical data
- rule sets
- feature and instance selection
- text classification
- multiple instance learning
- supervised learning
- semi supervised learning
- multi class
- classification accuracy
- knowledge discovery and data mining
- feature selection
- evaluation criteria
- concept drift
- decision trees
- knn
- association rules
- high dimensional
- k nearest neighbor
- training set
- medical images
- data mining