Auto-grading C programming assignments with CodeBERT and Random Forest Regressor.
Roshan Vasu MuddaluruSharvaani Ravikumar ThoguluvaShruti PrabhaPeeta Basa PatiMs. Roshni M. BalakrishnanPublished in: CoRR (2023)
Keyphrases
- random forest
- programming assignments
- automatic assessment
- random forests
- decision trees
- grounded theory
- programming course
- success or failure
- feature set
- introductory programming
- automatic analysis
- ensemble methods
- multi label
- ensemble classifier
- open source
- decision tree learning algorithms
- data sets
- machine learning algorithms
- graph cuts
- source code
- learning algorithm