Conformal Feature-Selection Wrappers and ensembles for negative-transfer avoidance.
Shuang ZhouEvgueni N. SmirnovGijs SchoenmakersRalf PeetersXi WuPublished in: Neurocomputing (2020)
Keyphrases
- feature selection
- ensemble learning
- feature ranking
- positive and negative
- ensemble feature selection
- imbalanced data
- mutual information
- text categorization
- ensemble methods
- multi class
- dimensionality reduction
- text classification
- data extraction
- transfer learning
- feature subset
- feature space
- random forests
- machine learning
- knowledge transfer
- feature selection algorithms
- selected features
- ensemble classifier
- decision trees
- irrelevant features
- high dimensionality
- support vector
- cross domain
- information extraction
- unsupervised feature selection
- classification accuracy
- information gain
- base classifiers
- classification models
- semi structured
- naive bayes
- model selection
- feature set
- knn