Willamette Athletic Group
description
Transcript of Willamette Athletic Group
Willamette Athletic Group
Liz GilganKyle McGeeney
Ken BeattyMike BowersKody Betonte
Executive Summary
• Enterprise• Data Understanding• Modeling• Data Analysis• Conclusion
Enterprise
• Scholarships• Academic Standards• Lack of Structure
Enterprise
Hypothesis
Due to the categorical nature of the data we will find a lack of predictors and be unable to improve the success of recruiting at Willamette.
Data Understanding
• Acceptance Rate• Defining Success• Assumptions
Data Understanding
• Key Variables
Data Manipulation
AW
BWCP
DFDN
DWHDIF
ND
WA
WB
WL WP WW
Total
en-rolled
didn’t enroll
Chart Title
Data Manipulation
Data Manipulation
2004 2005 2006 2007 200820.00%
30.00%
40.00%
50.00%
60.00%
70.00%
80.00%
90.00%
100.00%
Basketball MFootballSoccer WSoftball
Modeling
• The Models We Used• Neural Network• Clustering• Market Basket
• Why
Neural Networks
100%
Clustering
Market Basket
Conclusion
• The Data• Our Findings• Errors• The Future of Recruiting• Recommendations