eng Science and Education Publishing American Journal of Applied Mathematics and Statistics 2328-7292 2015-07-23 3 4 151 155 10.12691/ajams-3-4-3 AJAMS2015343 article O. C. Asogwa qackasoo@yahoo.com 1 A. V.Oladugba 2 Department of Mathematics, Computer Science, Statistics and Informatics, Federal University Ndufu-Alike Ikwo Department of Statistics, University of Nigeria, Nsukka A model based on the multilayer perception algorithm was programmed. The result from the test data evaluation showed that the programmed Artificial Neural Network model was able to correctly predict and classify the performance of students with Mean Correct Classification Rate CCR of 97.07%. http://pubs.sciepub.com/ajams/3/4/3/ajams-3-4-3.pdf mean correct classification rate Artificial Neural Networks (ANNs) Predictive models