How important is data quality? Best classifiers vs best features.
Laura Morán-FernándezVerónica Bolón-CanedoAmparo Alonso-BetanzosPublished in: Neurocomputing (2022)
Keyphrases
- data quality
- feature set
- extracted features
- feature space
- data warehouse
- svm classifier
- data cleansing
- feature selection
- class labels
- data mining
- decision trees
- quality assessment
- information loss
- feature selection algorithms
- learning algorithm
- poor quality
- data transformation
- databases
- classification accuracy
- data model
- training set
- classification method
- feature subset
- data privacy
- privacy preservation
- quality management