Effects of data anonymization by cell suppression on descriptive statistics and predictive modeling performance.
Lucila Ohno-MachadoStaal A. VinterboStephan DreiseitlPublished in: AMIA (2001)
Keyphrases
- categorical data
- predictive modeling
- data anonymization
- descriptive statistics
- cell suppression
- tabular data
- statistical modeling
- data mining methods
- quantitative and qualitative
- text mining
- information loss
- knowledge discovery
- privacy preserving
- machine learning
- data mining
- privacy protection
- mathematical programming
- data analysis
- statistical models
- business intelligence