Quantifying data sensitivity: precise demonstration of care when building student prediction models.
Charles LangCharlotte WooJeanne SinclairPublished in: LAK (2020)
Keyphrases
- data analysis
- predictive model
- prior knowledge
- data collection
- models built
- database
- accurate models
- synthetic data
- data sets
- experimental data
- high dimensional data
- statistical analysis
- knowledge discovery
- raw data
- historical data
- high quality
- data processing
- probabilistic model
- data structure
- original data
- training data
- image data
- data sources
- learning environment
- high sensitivity
- learning algorithm