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Enter student data to calculate dropout risk probability.
Student Enrollment Data
Ready to Predict
Enter student enrollment data to generate a dropout risk prediction based on the research model.
Model: Decision Tree with SMOTE-NC • Recall: 88%
High Dropout Risk
Confidence Score: 82%
Key Risk Factors (XGBoost):
- Tuition fees overdue
- Low admission grade (105/200)
- Course has high failure rate