FaizanZaheerGit/StudentPerformancePrediction-ML
This is a simple machine learning project using classifiers for predicting factors which affect student grades, using data from CSV file
This tool helps educators and administrators understand which specific factors significantly influence student grades. You provide student data in a CSV file, including demographics and classroom behaviors like hands raised or study hours, and it outputs predictions and visualizations showing the key determinants of academic performance. This is for teachers, school counselors, or education researchers looking to identify patterns and improve student outcomes.
171 stars.
Use this if you have student data and want to pinpoint which behaviors or background factors are most predictive of their grades.
Not ideal if you need to predict individual student grades with high accuracy for grading purposes, as this focuses on identifying influential factors rather than precise score prediction.
Stars
171
Forks
61
Language
Python
License
—
Category
Last pushed
Oct 31, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/FaizanZaheerGit/StudentPerformancePrediction-ML"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related frameworks
AbhishekMali21/STUDENT-GRADE-ANALYSIS-PREDICTION
Given a dataset containing attribute of 396 Portuguese students where using the features...
RobertoFalconi/GameRatingsPredictor
Machine learning algorithm solves multi-class classification problem of video games content...
Sagargupta16/LeetCode_Rating_Predictor
Full-stack LeetCode contest rating predictor. Dense neural network (15 features, 244K records,...
skprasad117/Predicting-Student-Performance-Using-Machine-Learning
Using machine learning algorithms, this project aims to predict student performance in...
ascender1729/CollegeAdmissionLogisticRegression
Predictive analysis using logistic regression to determine college admissions based on CET...