[PDF] Top 20 Feature Selection Algorithms For Predicting Students Academic Performance Using Data Mining Techniques
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Feature Selection Algorithms For Predicting Students Academic Performance Using Data Mining Techniques
... of data, authors used Chi-Square and IG feature selection algorithm and found better prediction with CART decision tree ...for students Performance Prediction by using ... See full document
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Predicting Dropout Students Using Data Mining Techniques
... of data stored in educational database increasing ...of students’ performance. Educational data mining is used to study the data available in the educational field and bring out ... See full document
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A NOVEL APPROACH TO PREDICT THE STUDENTS ACADEMIC CONCERT THROUGH DATA MINING TECHNIQUES
... called feature selection or feature extraction [8]. Feature selection and SVM classification together have a use even when prediction [9] of unknown samples is not ...of ... See full document
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Predicting the Performance of Students in Higher Education using Data mining Classification Algorithms
... educational data mining concerns with developing methods for discovering knowledge from data that come from educational domain and used to analyze learning ...behavior. Students data ... See full document
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The Survey – Predicting an Education Performance of Students Based on Data Mining Techniques
... Educational data of students characteristics can be discussed by Moyosola Jude Akomolafe, in this research correlation analysis can be evaluated for investigate the relationship of personality ... See full document
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Predicting Student’s Performance using Data Mining Techniques
... of students, the prediction of student performance plays a vital ...weaker students will help the college management to look after these students and provide proper guidance and counselling to ... See full document
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ANALYSIS OF STUDENTS DROPOUT FORECASTING USING DATA MINING
... of students, we can improve results and decrease drop out ...used Data Mining in education to improve the results of the ...of data is stored in educational database, so in order to get ... See full document
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Predicting Student's Performance in Education using Data Mining Techniques
... Educational Data Mining, EDM is defined as an emerging discipline, concerned with developing methods for exploring the unique types of data that come from educational settings and using those ... See full document
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A Fuzzy Probabilistic Neural Network for Student’s Academic Performance Prediction
... applied data mining in different areas of education, such as enrolment management ([2], [21]), graduation ([4], [30]), academic performance ([23], [28], ...of data mining ... See full document
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Data mining techniques to improve predictions accuracy of students' academic performance : a case study with Xorro Q : a thesis presented in partial fulfilment of the requirements for Master of Information Science (IT) at Massey University, Auckland, New Zealand in 2018
... course data has been used to extract insights on student performances over the study ...sive data collected from an educational tool (Xorro-Q) used in an engineering course delivery has aided this ... See full document
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Mining Educational Data Using Data Mining Techniques and Algorithms –A Review
... of data mining in educational data mining which has greater impact to improve the students’ academic performance and ...experience. Students’ satisfaction and their ... See full document
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Analytical Study of Performance of Students using Data Mining Techniques
... knowledge mining technology in higher educational systems; the authors provides a style of road map to help the institutions to spot the ways in which to enhance their ...classification algorithms enforced ... See full document
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A Comparative Study On Students Placement Performance Using Data Mining Algorithms
... classification techniques, the efficient model has been ...like academic performance, technical skills, soft skills, training and projects are considered to capture the desirability and ability of a ... See full document
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Analysis and Mining of Educational Data for Predicting the Performance of Students
... applying feature selection to data. However, feature selection could be also used as a pre-processor for predictive data mining to rank predictors according to the ... See full document
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... rule mining to extracts useful information from a large set of ...student’s data, their techniques mentioned above are used for matching the organization with the ...on predicting ... See full document
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Predicting and Analysis of Students’ Academic Performance using Data Mining Techniques
... classification algorithms; DT, NB, and MLP using WEKA ...average students for improving their ...of data due to incom- plete and missing values in the collected ...more data in ... See full document
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Academic Performance based on Gender using Filter Ranker Algorithms An Experimental Analysis in Sultanate of Oman
... of students are tremendously increasing for the last few ...the students. Variations in academic performance can be observed based on different educational indicators such as gender, social, ... See full document
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Educational Mining: A Comparative Study of Classification Algorithms Using WEKA
... the techniques have to be selected based on the situation ...student performance and found that the factors like students’ grade in senior secondary exam, living location, medium of teaching, ... See full document
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The efficacy of using data mining techniques in predicting academic performance of architecture students.
... of using prior academic achievement to predict academic performance of architecture ...prior academic achievement be used as predictors of academic performance of ... See full document
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A New Feature Selection Method for Oral Cancer Using Data Mining Techniques
... cancer using visual examination of the mouth stands being considered in countries where occurrence is high, such as Bangladesh, India, Pakistan, and Sri ... See full document
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