Student pass rates prediction using optimized support vector machine and decision tree.
Xiaofeng MaZhurong ZhouPublished in: CCWC (2018)
Keyphrases
- support vector machine
- decision trees
- stock market prediction
- prediction accuracy
- decision forest
- tutoring system
- predictive accuracy
- machine learning
- support vector
- prediction model
- learning styles
- classification method
- prediction error
- student learning
- training data
- learning environment
- intelligent tutoring systems
- multi class
- learning process
- predictive model
- data sets
- decision tree classifiers
- knn
- machine learning algorithms
- feature vectors
- undergraduate students
- classification models
- neural network
- decision tree algorithm
- decision tree induction
- kernel methods
- distance learning
- support vector machine svm