Predicting Students' Performance Using ID3 And C4.5 Classification Algorithms.
Kalpesh AdhatraoAditya GaykarAmiraj DhawanRohit JhaVipul HonraoPublished in: CoRR (2013)
Keyphrases
- benchmark datasets
- pattern recognition
- classification accuracy
- machine learning
- machine learning algorithms
- classification algorithm
- decision trees
- intelligent tutoring systems
- optimization problems
- support vector machine svm
- higher education
- feature extraction
- machine learning methods
- computationally efficient
- classification models
- student learning
- high school
- mobile learning
- data mining
- feature selection algorithms
- learning experience
- collaborative learning
- image classification
- worst case
- feature space
- preprocessing
- computational complexity
- data structure
- feature selection