[PDF][PDF] Modeling and predicting students' academic performance using data mining techniques

A Mueen, B Zafar, U Manzoor - International Journal of Modern …, 2016 - academia.edu
… analysis of student academic performance is vital for student … factors which effect student
performance such as family factor, … The data mining tool we have used is Weka 3.6 opensource …

[PDF][PDF] Prediction of students performance in semester exams using a naïve bayes classifier

H Shaziya, R Zaheer, G Kavitha - International Journal of …, 2015 - researchgate.net
… The students‟ data set is loaded in weka and converted to arff file. The pre-processing
step is required as it applies a filter to change the ordering of data elements in the data set. …

Predicting students performance in examination using supervised data mining techniques

KM Abiodun, EA Adeniyi, DR Aremu… - … on Informatics and …, 2021 - Springer
Student achievement and progress may be measured by gaining knowledge from such
data. The WEKA tool is used to perform the classification procedure. The study’s findings …

Mining educational data to predict students performance: A comparative study of data mining techniques

K Nahar, BI Shova, T Ria, HB Rashid… - Education and …, 2021 - Springer
students and institute get facilitate. In this paper we have pre-processed our dataset and used
WEKA machine learning tool for … WEKA & Rapid miner was the main tools in this research (…

An empirical analysis of classification techniques for predicting academic performance

S Taruna, M Pandey - 2014 IEEE International Advance …, 2014 - ieeexplore.ieee.org
… Bootstrap method is a resample function available in WEKA tool kit. The excellent results of
this … a comparative study of the previous work related to student’s performance predictions. …

[PDF][PDF] A Comparative Study of Classification Algorithms of Moodle Course Logfile using Weka Tool

I Al-Kindi, Z Al-Khanjari - Int. J. Comput. Their Appl, 2022 - researchgate.net
… is the first to analyze student performance, engagement, behavior, and personality simultaneously
using data from Moodle course logfiles with support of Weka classification algorithms. …

[PDF][PDF] A decision tree algorithm pertaining to the student performance analysis and prediction

M Pandey, VK Sharma - International Journal of Computer …, 2013 - academia.edu
… predict the performance of the students and compared the efficiency of two classifiers namely
decision tree and Bayesian networks using WEKA tool. In this research the performance of …

Student academic performance prediction using educational data mining

DK Arun, V Namratha, BV Ramyashree… - 2021 International …, 2021 - ieeexplore.ieee.org
… In this paper, we predict student performance and build a predictive model using Data …
analysis purpose, we used an open source software tool named WEKA. It offers a wide range of …

[PDF][PDF] Student performance prediction by using data mining classification algorithms

D Kabakchieva - International journal of computer science and …, 2012 - researchgate.net
… data from both databases is carefully selected, extracted and combined in a new flat file (in
this case Excel file) used for the data mining analysis in the WEKA software tool. …

[PDF][PDF] A comparative analysis on the evaluation of classification algorithms in the prediction of students performance

C Anuradha, T Velmurugan - Indian Journal of Science and …, 2015 - academia.edu
… UG students and presented their result analysis in WEKA tool. … for clustering the students to
improve the performance of stu… rule mining framework for students performance evaluation. In …