Predicting the final grade using a machine learning regression model: insights from fifty percent of total course grades in CS1 courses.
Carlos Giovanny Hidalgo SuarezJose LlanosVíctor A. BucheliPublished in: PeerJ Comput. Sci. (2023)
Keyphrases
- regression model
- machine learning
- computer science
- model selection
- regression analysis
- gaussian process
- data mining
- regression methods
- survival analysis
- explanatory variables
- linear model
- prediction model
- text mining
- support vector regression
- logistic regression models
- linear regression model
- kernel regression
- multivariate regression
- introductory computer science
- grade level
- locally weighted
- e learning
- feature selection
- interval valued data
- generalized linear models
- multiple linear regression
- learning algorithm
- decision trees
- support vector machine
- machine learning algorithms
- text classification
- regression method
- independent variables
- generalized linear
- programming course
- face recognition
- knn
- learning tasks
- introductory programming courses
- statistical methods