Instance Selection for Classifier Performance Estimation in Meta Learning.
Marcin BlachnikPublished in: Entropy (2017)
Keyphrases
- meta learning
- instance selection
- learning tasks
- inductive learning
- feature selection
- nearest neighbor
- model selection
- text classification
- supervised learning
- data reduction
- machine learning
- machine learning algorithms
- semi supervised learning
- data mining
- decision trees
- classification accuracy
- multiple instance learning
- metamodel
- base classifiers
- selection criterion
- data model
- databases
- text mining
- information extraction
- knowledge discovery and data mining
- evaluation criteria
- genetic programming
- data compression
- training set
- support vector
- neural network