Prediction of Students' Graduation Time Using a Two-Level Classification Algorithm.
Vassilis TampakasIoannis E. LivierisEmmanuel G. PintelasNikos I. KaracapilidisPanagiotis P. PintelasPublished in: TECH-EDU (2018)
Keyphrases
- classification algorithm
- learning experience
- learning activities
- document classification
- knn
- k nearest neighbor
- student learning
- learning environment
- prediction accuracy
- training set
- distance learning
- training phase
- concept drift
- hierarchical classification
- class labels
- support vector machine
- learning outcomes
- high school students
- collaborative learning
- naive bayes
- multi label classification
- classification method
- learning styles
- learning algorithm
- classification rules
- intelligent tutoring systems
- learning process
- accurate classification
- high school
- higher education
- clustering algorithm
- e learning
- control group
- artificial intelligence
- input features
- programming course
- nearest neighbor
- neural network
- data sets