Data Quality Checking for Machine Learning with MeSQuaL.
Ugo ComignaniNoël NovelliLaure Berti-ÉquillePublished in: EDBT (2020)
Keyphrases
- data quality
- machine learning
- data preparation
- quality management
- data transformation
- data warehouse
- data confidentiality
- data cleaning
- information loss
- data cleansing
- quality assessment
- learning algorithm
- cell suppression
- business intelligence systems
- class noise
- text mining
- information extraction
- knowledge discovery
- decision trees
- data mining
- poor quality
- support vector machine
- feature selection
- text classification
- privacy guarantees
- natural resources
- data analysis
- real world