Stem-ming the Tide: Predicting STEM attrition using student transcript data.
Lovenoor S. AulckRohan ArasLysia LiCoulter L'HeureuxPeter LuJevin WestPublished in: CoRR (2017)
Keyphrases
- data sets
- data collection
- original data
- data analysis
- data processing
- neural network
- complex data
- raw data
- spatial data
- synthetic data
- computer systems
- input data
- small number
- data points
- prior knowledge
- data structure
- high dimensional data
- data model
- missing data
- attribute values
- sensor data
- statistical methods
- high quality
- student learning
- training data
- descriptive statistics