Predicting Student Academic Performance using Support Vector Machine and Random Forest.
Leena H. AlamriRanim S. AlmuslimMona S. AlotibiDana K. AlkadiIrfan Ullah KhanNida AslamPublished in: ICETM (2020)
Keyphrases
- random forest
- support vector machine
- random forests
- decision trees
- ensemble classifier
- fold cross validation
- ensemble methods
- feature set
- multi class
- rotation forest
- learning process
- feature importance
- multi label
- feature selection
- support vector
- k nearest neighbor
- learning environment
- svm classifier
- feature vectors
- base classifiers
- ensemble learning
- training data
- kernel function
- training set
- image processing
- machine learning
- classification accuracy
- text classification
- logistic regression
- feature extraction