English Premier League (EPL) Soccer Matches Prediction using An Adaptive Neuro-Fuzzy Inference System (ANFIS)

  • Frank Amadin UNIVERSITY OF BENIN
  • Jonathan Chukwuyeni Obi UNIVERSITY OF BENIN
Keywords: Anfis, Premierrship, Soccer, Predication, Layers

Abstract

Prediction of English Premiership League (EPL) matches has been on the heart and minds of researcher over the pass decades, but none has sufficiently introduced and Adpative Neuro-Fuzzy Inference System (ANFIS) approach for these prediction which has served as the focal aim of this research paper using seven premier league teams and nine linguistic values. Matric Laboratory (MATLAB) 7.0 served as the tool of implementation highlighting various views. The ANFIS training was successful completed at epoch 2 and having an error of 1.41237e-006. The model was further used to predict the outcome of 7 matches with a successful rate of 71%.

Author Biographies

Frank Amadin, UNIVERSITY OF BENIN

Computer Science

Senior  lecturer

Jonathan Chukwuyeni Obi, UNIVERSITY OF BENIN

Computer Science

Assistant lecturer

References

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Published
2015-05-02
How to Cite
Amadin, F., & Chukwuyeni Obi, J. (2015). English Premier League (EPL) Soccer Matches Prediction using An Adaptive Neuro-Fuzzy Inference System (ANFIS). Transactions on Machine Learning and Artificial Intelligence, 3(2), 34. https://doi.org/10.14738/tmlai.32.1027