Institution Overview
3,539
Total Students
↑ 12% vs last year
412
At Risk Students
Action Needed
8.4%
Dropout Rate
↓ 2.1% improvement
2,105
Graduates
On track
Risk per Department
CS
Eng
Biz
Arts
Student Outcomes
Total
100%
Graduate (60%)
Dropout (15%)
Enrolled (25%)
High Risk Students (Early Warning)
| Student Name | ID | Dept | Risk Score | Action |
|---|---|---|---|---|
| Alex Johnson | #S8821 | Engineering | High (92%) | |
| Sarah Williams | #S9932 | Business | Med (65%) | |
| Michael Chen | #S7712 | CS | High (88%) |
Student Success Predictor
Enter student data to predict academic outcome.
Model Prediction
⚠️
Dropout
Confidence: 78%
High Risk
Why this result? (XGBoost Analysis)
Low Attendance
High Impact
High Backlogs
Med Impact
Financial Stress
Low Impact
Recommended Action
Schedule immediate counseling. Flag for financial aid review.