Project Type MQP Submission date 2012-04-26 Author Harry Moreno, CS URN E-project-042612-140854 Title Machine learning for student Modeling Advisor Beck, Joseph E., CS Availability unrestricted
This Major Qualifying Project built many statistical models of students. The models were created using the R statistical computing software package and datasets from the KDD 2010 competition. The models predicted whether a student would answer correctly or incorrectly a given question based on his past performance. A major component of this MQP was learning practical methods of cleaning, transforming and preparing data for datamining.
Files Machine_learning_for_student_Modeling_-_Harry_Moreno.pdf randomForest_results.txt
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