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Predicting Student Risks Through Longitudinal Analysis
Published on Oct 07, 20141916 Views
Poor academic performance in K-12 is often a precursor to unsatisfactory educational outcomes such as dropout, which are associated with significant personal and social costs. Hence, it is important t
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Chapter list
Predicting Student Risks Through Longitudinal Analysis00:00
Problem & Motivation00:22
Predicting Potential Risks in Academic Performance02:25
Data from Gwinnett County Public Schools03:25
Specific Data Considered04:11
Prediction Task05:47
Risk Prediction Performance09:19
Feature Importance10:27
Early Prediction11:19
Summary12:20
Thank you!13:38