A Novel Metric for Measuring Data Quality in Classification Applications (extended version).
Jouseau RoxaneSébastien SalvaSamir ChafikPublished in: CoRR (2023)
Keyphrases
- data quality
- data preparation
- data warehouse
- associative classification
- data cleansing
- feature selection
- quality assessment
- quality management
- classification accuracy
- cell suppression
- data cleaning
- quality metrics
- support vector machine
- privacy preservation
- decision trees
- information systems
- machine learning
- classification method
- classification algorithm
- information loss
- text classification
- association rules
- data transformation
- feature space