An enhanced feed-forward neural networks and a rule-based algorithm for predictive modelling of students' academic performance
Feed-forward Neural Networks, is a multilayer perceptron and a network structure capable of modelling the class prediction as a nonlinear combination of the inputs. The network has proven its suitability in solving several complex tasks. But sometimes, it has challenges of over-fitting, especially w...
| Main Author: | |
|---|---|
| Format: | Thesis |
| Language: | English English English |
| Published: |
2016
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/15251/ http://umpir.ump.edu.my/id/eprint/15251/ http://umpir.ump.edu.my/id/eprint/15251/1/FSKKP%20-%20AJIBOYE%20ADELEKE%20RAHEEM%20-%20CD%209879.pdf http://umpir.ump.edu.my/id/eprint/15251/2/FSKKP%20-%20AJIBOYE%20ADELEKE%20RAHEEM%20-%20CD%209879%20-%20CHAP%201.pdf http://umpir.ump.edu.my/id/eprint/15251/3/FSKKP%20-%20AJIBOYE%20ADELEKE%20RAHEEM%20-%20CD%209879%20-%20CHAP%203.pdf |