Constructing Ensembles of Classifiers by Means of Weighted Instance Selection.
Nicolás García-PedrajasPublished in: IEEE Trans. Neural Networks (2009)
Keyphrases
- instance selection
- nearest neighbor
- multiple instance learning
- text classification
- feature and instance selection
- data reduction
- classification accuracy
- multi class
- semi supervised learning
- class imbalanced
- knowledge discovery and data mining
- supervised learning
- decision trees
- co training
- evaluation criteria
- classification algorithm
- semi supervised
- feature selection
- ensemble classifier
- support vector
- pairwise
- support vector machine
- genetic programming
- training set
- prior knowledge
- preprocessing
- image classification
- data sets
- knn
- machine learning