Pdf Data Mining Approach For Predicting Student Performance

By healtycares On Aug 24, 2025

Pdf Data Mining Approach For Predicting Student Performance In this paper, three supervised data mining algorithms were applied on the preoperative assessment data to predict success in a course (either passed or failed) and the performance of the learning methods were evaluated based on their predictive accuracy, ease of learning and user friendly characteristics. This section conducts a comprehensive review of the latest research done in educational data mining for the aca demic performance prediction of undergraduate students based on different factors and characteristics.

Pdf A Comparative Study Of Predicting Student S Performance By Use Of This study attempts to provide useful and valu able information to researchers interested in advancing educational data mining. the study directs future researchers to achieve highly accurate prediction results in dif ferent scenarios using diferent available inputs or techniques. Data mining approach for predicting student performance (2011) using the decision tree predicted the result of the final exam to help professors identify students who needed help, in order to improve their performance and pass the exam. The recent development provides valuable tools for understanding the student learning environment by exploring and utilizing educational data using machine learning and data mining techniques. modern academic institutions operate in a highly competitive and complex environment. Through extensive search of the literature and discussion with experts on student performance, a number of factors that are considered to have influence on the performance of a student were identified.

Pdf Predicting Student Academic Performance At Higher Education Using The recent development provides valuable tools for understanding the student learning environment by exploring and utilizing educational data using machine learning and data mining techniques. modern academic institutions operate in a highly competitive and complex environment. Through extensive search of the literature and discussion with experts on student performance, a number of factors that are considered to have influence on the performance of a student were identified. Annisa annisa uswatun khasanah, s.t., and m.sc. “educational data mining techniques approach to predict student’s performance.” international journal of information and education technology, 2019.

Pdf Paper Analysis Of Student Performance Applying Data Mining Annisa annisa uswatun khasanah, s.t., and m.sc. “educational data mining techniques approach to predict student’s performance.” international journal of information and education technology, 2019.

Pdf Analysis And Mining Of Educational Data For Predicting The

Pdf Predicting Student Performance Using Data Mining

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An Improved Educational Data Mining Approach for Evaluation of Student's Performance

An Improved Educational Data Mining Approach for Evaluation of Student's Performance

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