Assessing Information Quality and Distinguishing Feature Subsets for Molecular Classification.
Hung-Yi LinDa-Yi YenPublished in: ICBBB (2020)
Keyphrases
- feature subset
- feature subset selection
- classification accuracy
- feature selection
- classification models
- final classification
- information quality
- irrelevant features
- feature space
- pattern recognition
- feature ranking
- feature set
- decision trees
- feature selection algorithms
- service quality
- machine learning
- feature extraction
- selected features
- redundant features
- ensemble feature selection
- classification method
- genetic algorithm ga
- text classification
- training set
- support vector
- information systems
- ensemble methods
- class labels
- factors affecting
- machine learning algorithms
- knn
- similarity measure
- data sets