Results

KDD Cup 2010: Student performance evaluation

Winners of KDD Cup 2010: All Teams

  • First Place: National Taiwan University
    Feature engineering and classifier ensembling for KDD CUP 2010
  • First Runner Up: Zhang and Su
    Gradient Boosting Machines with Singular Value Decomposition
  • Second Runner Up: BigChaos @ KDD
    Collaborative Filtering Applied to Educational Data Mining

Winners of KDD Cup 2010: Student Teams

  • First Place: National Taiwan University
    Feature engineering and classifier ensembling for KDD CUP 2010
  • First Runner Up: Zach A. Pardos
    Using HMMs and bagged decision trees to leverage rich features of user and skill
  • Second Runner Up: SCUT Data Mining
    Split-Score-Predicate
 

Full Results: All Teams

Rank Team Name Cup Score Leaderboard Score
1 National Taiwan University 0.272952 0.276803
2 Zhang and Su 0.273692 0.27679
3 BigChaos @ KDD 0.274556 0.279046
4 Zach A. Pardos 0.27659 0.279695
5 Old Dogs With New Tricks 0.277864 0.281163
6 SCUT Data Mining 0.280476 0.284624
7 pinta 0.28455 0.2892
8 DMLab 0.285977 0.291296
9 FEG 0.288764 0.293141
10 FEG-K 0.289877 0.294338
11 Vadis 0.292382 0.297136
12 psweather 0.292794 0.297542
13 uq 0.295389 0.301525
14 EXL 0.29619 0.302679
15 Y10 0.298006 0.304277
16 Shiraz 0.299574 0.31043
17 UniQ2 0.300009 0.307777
18 Andreas von Hessling 0.300228 0.310936
19 Baby 0.301864 0.311978
20 grandprix 0.309506 0.316712
21 Atlantis 0.309573 0.316246
22 Green Ensemble 0.311678 0.324581
23 Troae 0.314485 0.326375
24 pozip@FRI 0.3157 0.32501
25 Heymar 0.323107 0.335412
26 MiloBing 0.344566 0.361959
27 DataKiller 0.344611 0.360974
28 ecnusei07 0.34479 0.362294
29 Kun Liu 0.455219 0.460331

Full Results: Student Teams

Rank Team Name Cup Score Leaderboard Score
1 National Taiwan University 0.272952 0.276803
2 Zach A. Pardos 0.27659 0.279695
3 SCUT Data Mining 0.280476 0.284624
4 Y10 0.298006 0.304277
5 Shiraz 0.299574 0.31043
6 UniQ2 0.300009 0.307777
7 Baby 0.301864 0.311978
8 Atlantis 0.309573 0.316246
9 Green Ensemble 0.311678 0.324581
10 Troae 0.314485 0.326375
11 pozip@FRI 0.3157 0.32501
12 Heymar 0.323107 0.335412
13 MiloBing 0.344566 0.361959
14 ecnusei07 0.34479 0.362294
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