Prediction of University Desertion through Hybridization of Classification Algorithms.
Carol Francia RochaYuliana Flores ZelayaDavid Mauricio SánchezFélix Armando Fermín PérezPublished in: SIMBig (2017)
Keyphrases
- machine learning algorithms
- classification algorithm
- benchmark datasets
- prediction algorithm
- pattern recognition
- significant improvement
- search algorithm
- decision trees
- data structure
- orders of magnitude
- worst case
- machine learning
- automatic classification
- hybrid algorithm
- text classification
- support vector machine
- e learning
- knn
- computational cost
- image classification
- case study
- class labels
- data sets
- ensemble classifier
- data reduction
- genetic algorithm
- feature selection algorithms
- pattern classification
- machine learning methods
- prediction accuracy
- support vector machine svm
- theoretical analysis
- computationally efficient
- unsupervised learning
- supervised learning