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Naive bayes algorithm classifying gender academic performance using the three classes of diploma in polytechnic

 Department: Computer Science  
 By: usericon harmenite  

 Project ID: 5998
   Rating:  (5.0) votes: 1
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The study examines the gender academic performance using three classes of diplomas for the last four (4) years result using Ogun State Institute of Technology, Igbesa as a case of study. It is very challenging to predict students'' academic performance because of the huge bulks of data stored in the environments of educational database. The classification algorithm called Naïve Bayes is employed on the dataset by using OCMS Lifetech as a tool. Results achieved show that Naïve Bayes can be used for predicting gender academic performance. The prediction model is useful to the lecturers and management of the faculties in identifying students with weak performance so that they will be able to take necessary actions to improve the student's academic performance. Keywords: Naïve Bayes, OCMS Lifetech, Academic, Performance, Gender. ...
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