Science and Education Publishing American Journal of Applied Mathematics and Statistics 2328-7292 3 4 2015 07 23 Of Students Academic Performance Rates Using Artificial Neural Networks (ANNs) 151 155 EN O. C. Asogwa Department of Mathematics, Computer Science, Statistics and Informatics, Federal University Ndufu-Alike Ikwo A. V.Oladugba AJAMS2015343 10.12691/ajams-3-4-3 2015 06 10 2015 07 07 2015 07 23 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%.