Utilizing random forest algorithm for early detection of academic underperformance in open learning environments - Balabied, Shikah Abdullah Albriki; Eid, Hala F. (PeerJ. Computer science, 2023)
Keywords: Academic achievement; Academic failure; Accuracy; Algorithms; Analysis; At risk students; Behavior; Colleges & universities; Computer science; Datasets; Decision trees; Forecasts and trends; Learning analytics; Learning management systems; Machine learning; Markov analysis; MOOCs; Neural networks; Online instruction; Open learning; Open learning environments; OULAD; Performance evaluation; Random forest algorithm; Students; Success; OULAD; Learning analytics; Open learning environments; Random forest algorithm; MOOCs