Winners of KDD Cup 2010: Educational Data Mining Challenge

All Teams Student Teams

1st Prize
National Taiwan University Feature engineering and classifier ensembling
for KDD CUP 2010
National Taiwan University Feature engineering and classifier ensembling
for KDD CUP 2010

2nd Prize
Zhang and Su Gradient Boosting Machines
with Singular Value Decomposition
Zach A. Pardos Using HMMs and bagged decision trees
to leverage rich features of user and skill

3rd Prize
BigChaos @ KDD Collaborative Filtering Applied
to Educational Data Mining
SCUT Data Mining Split-Score-Predicate

For full rankings, scores, and fact sheets, see Full Results.