Hybrid classification algorithms for predicting student performance
AD Kumar, RP Selvam… - … Conference on Artificial …, 2021 - ieeexplore.ieee.org
Data mining is the progress of instinctively find out valuable information from huge depot. In
educational data mining predicting the academic performance of the student is a well-known …
educational data mining predicting the academic performance of the student is a well-known …
Predicting performance of students by optimizing tree components of random forest using genetic algorithm
M Chen, Z Liu - Heliyon, 2024 - cell.com
Prediction of student academic performance is still a problem because of the limitations of
the existing methods specifically low generalizability and lack of interpretability. This study …
the existing methods specifically low generalizability and lack of interpretability. This study …
Prediksi Kecocokan Jurusan Siswa SMK Dengan Support Vector Machine dan Random Forest
SMK Antartika 1 Sidoarjo setiap tahunnya melakukan penerimaan siswa baru. Siswa SMP
yang mendaftakan diri ke SMK Antartika 1 Sidoarjo rata-rata belum cukup mengetahui …
yang mendaftakan diri ke SMK Antartika 1 Sidoarjo rata-rata belum cukup mengetahui …
Prediction of students' performance in e-learning courses
A significant amount of research works has tackled the problem of students' performance
prediction. The introduction of learning management systems enabled providing teachers …
prediction. The introduction of learning management systems enabled providing teachers …
Prediction of student results using novel random forest in comparison with decision tree to improve accuracy
AL Reddy, T Sathish, N Sangeetha - AIP Conference Proceedings, 2024 - pubs.aip.org
The fundamental objective of this study is to evaluate and contrast the performance of two
innovative classification algorithms, namely Random Forest and Decision Tree. Each of the …
innovative classification algorithms, namely Random Forest and Decision Tree. Each of the …
Exploring Student Performance Patterns Using Tree-Based Techniques
Due to its direct impact on the development and progress of nations, predicting student
performance has acquired considerable importance in modern society. The evaluation of …
performance has acquired considerable importance in modern society. The evaluation of …
Academic Performance Prediction Using Machine Learning Algorithms
T Hai, J Zhou, S Abolfath Zadeh, AO Adedayo… - … on Advances in …, 2023 - Springer
The objective of the study is to use a method to predict student performance during the
semesters and to compare accuracy perceptron for a dataset of student performance. In this …
semesters and to compare accuracy perceptron for a dataset of student performance. In this …
Factors for Academic Performance Prediction
L Zhang, KF Li - Web, Artificial Intelligence and Network Applications …, 2020 - Springer
Education is an important part of everyone's life all over the world. Many institutions have
started to use scientific methods to make policies and decisions, giving rise to the research …
started to use scientific methods to make policies and decisions, giving rise to the research …