Methodical Implementation of Data Mining Classifiers and ANN for Prediction of Accomplishment of Student Education.
Agarwal MiniBhushan Agarwal BharatPublished in: Int. J. Perform. Eng. (2023)
Keyphrases
- data mining
- artificial neural networks
- university level
- decision trees
- multi layer perceptron
- prediction model
- knowledge discovery
- prediction accuracy
- genetic algorithm
- educational environment
- intelligent tutoring systems
- intelligent tutors
- science education
- student model
- student learning
- machine learning
- association rules
- learning algorithm
- e learning
- neural network
- student centered
- learning environment
- training data
- predictive model
- ensemble classifier
- predictive modeling
- feature selection
- discrimination aware
- training set
- curriculum development
- higher education institutions
- using artificial neural networks
- classification models
- computer science
- information and communication technologies
- distance learning
- back propagation