A Novel Metric for Measuring Data Quality in Classification Applications.
Roxane JouseauSébastien SalvaChafik SamirPublished in: ICAART (3) (2024)
Keyphrases
- data quality
- data preparation
- quality metrics
- class noise
- data warehouse
- quality management
- classification algorithm
- data cleaning
- quality assessment
- classification accuracy
- data cleansing
- information loss
- text classification
- decision trees
- feature space
- associative classification
- data privacy
- poor quality
- databases
- active learning
- machine learning
- learning algorithm
- information systems
- data transformation
- database systems
- preprocessing
- information technology
- classification method
- training set
- relational databases