Competition Results

Ninety teams registered to the competition: 46 for Track I (Aggregate behavior) and 44 for Track II (Individual behavior). Teams’ first authors come from 39 institutions in 18 countries worldwide. Of the 90 teams, 32 submitted on time, 20 of which for Track I and the other 12 for Track II.

Evaluation of submission is based on the hidden competition data (see bottom of this page)

Ranking 

Track I (Aggregate behavior) ranking

RankSubmission IDPrediction MSE
1BP470.00569
2MS630.00589
3MS030.00605
4HK730.00613
5KH040.00614
6KH750.00621
7CJ250.00640
8LC330.00648
9SS880.00668
10SA490.00672
-Baseline 2: Psychological Forest0.00681
11HB890.00692
-Baseline 1: BEAST.sd0.00702
12RY010.00706
13BH450.00741
14SB180.00749
15ML350.00823
16PB870.00832
17RK320.00876
18PK230.02067
19MA800.03470
20MM36NA

Track II (Individual behavior) ranking

RankSubmission IDPrediction MSE
-Baseline 1: Naive (averages)0.09399
1CC310.09405
2CL340.09415
-Baseline 2: Factorization Machine0.09630
3EH510.09706
4CJ260.09803
5EC020.09973
6PK240.10818
7KL900.13280
8KL060.14678
9SM300.22960
10MA810.24629
11PS120.24656
12PM41NA