Predicting students' graduation outcomes through support vector machines.

Yulei Pang Nicolas Judd Joseph O'Brien Michael Ben-Avie

Published in: FIE (2017)

Keyphrases

support vector
learning machines
large margin classifiers
student learning
learning experience
learning environment
college students
collaborative learning
learning styles
learning outcomes
higher education
semester long

undergraduate students
intelligent tutoring systems
distance learning
high school students
e learning
learning process
university level
generalization ability
online course
tutoring system
grounded theory
high school

svm classifier
helping students
middle school
computer programming
cross validation
university students
teacher education
mobile learning
computer science students
conceptual understanding
science learning
classification accuracy

support vector machine
multi class
hong kong
programming course
educational institutions
educational environment
project based learning
logistic regression
learning activities
kernel methods
learning strategies