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EduPredict AI
Student Performance Predictor · Runs 100% in your browser
🌲 Random Forest · 50 Trees 📊 10 Features ⚡ 84.5% Accuracy 🔒 No Server · Fully Private
Step 1 — Student Profile
Study Hours / Day
Daily dedicated study time
5 hrs
Attendance
Percentage of classes attended
75%
Previous Grade
Last semester score (0-100)
65
Assignment Completion
Homework submitted on time
70%
Sleep Hours / Night
Average nightly sleep
7 hrs
Screen Time / Day
Social media, gaming, videos
3 hrs
Extracurriculars
Clubs, sports, volunteering count
1
Motivation Level
1 = very low · 5 = very high
Parental Support
1 = none · 5 = very strong
Private Tutoring
Does the student have a tutor?
Step 2 — Results
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🟢 LOW RISK
Confidence Breakdown
Pass Probability -
Fail Probability -
What Drove This Prediction?
Personalised Tips