Data Cleansing Meets Feature Selection: A Supervised Machine Learning Approach.
Antonio J. Tallón-BallesterosJosé C. RiquelmePublished in: IWINAC (2) (2015)
Keyphrases
- supervised machine learning
- data cleansing
- feature selection
- data cleaning
- data quality
- text classification
- error detection
- text categorization
- machine learning
- manually annotated
- supervised learning
- feature set
- active learning
- feature extraction
- feature space
- classification accuracy
- multi class
- data integration
- knn
- database
- error correction
- dimensionality reduction
- fault tolerance
- learning process
- co occurrence
- database systems
- ground truth