High Risk of Dropout
Prediction Confidence: 87%
Why this prediction?
Top contributing factors based on SHAP analysis
Attendance Record (65%)
Critical Impact
Student missed 35% of core classes
GPA Trend (2.1)
High Impact
Consistent decline over last 2 semesters
Tuition Payment Delay
Medium Impact
Recommended Actions
Schedule Counseling
Arrange a 1-on-1 session with academic advisor.
Financial Aid Check
Review eligibility for hardship grants.