Title page for E-project-042612-140854

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

Abstract
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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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
Abstract 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