Predicting Students' Performance Using Machine Learning Algorithms
Does the use of machine learning data enable more effective evaluation of training programs? Can we predict student performance based on personal data with machine learning? In …
Student Performance Prediction Using Machine Learning Algorithms ...
Apr 30, 2024 · Research work stated in presents a model for predicting students’ academic performance using supervised machine learning algorithms like support vector machine and …
student-performance-analysis · GitHub Topics · GitHub
Mar 18, 2024 · Utilizes Pandas, Matplotlib, and NumPy to analyze grades, subjects, and study habits. Gain insights into academic performance through data analysis and visualization. This …
Student Performance Analysis and Prediction - Analytics Vidhya
May 2, 2025 · With the increasing availability of data on student demographics, academic history, and other relevant factors, schools and universities are using advanced analytics and machine …
In this paper, student dataset is analyzed using linear regression and multiclass forest machine learning algorithms. In this research work, Primary data is collected from 600 students …
Student Performance Analysis based on Machine Learning Algorithms
The study focuses on popular machine learning algorithms and evaluates their effectiveness in predicting student performance based on multiple criteria. The findings demonstrate that the …
Classification and prediction of student performance data using …
Jan 1, 2023 · UCI machinery student performance data set is used in experimental study. Algorithms are analysed on certain parameters like- accuracy, error rate. 1. Introduction. …
This thesis examines the application of machine learning algorithms to predict whether a student will be successful or not. The specific focus of the thesis is the comparison of machine …
Predicting Students' Performance Using Machine Learning Algorithms…
Jul 20, 2023 · The goal of this paper is to present a systematic literature review on predicting student performance using machine learning techniques and how the prediction algorithm can …
Predicting Student Academic Performance Using Machine Learning…
Feb 1, 2025 · Machine learning algorithms have emerged as powerful tools for analyzing student data and forecasting academic outcomes. In this study, we compare the performance of …