causality

Report for Cristian Grozea

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 Profile of features selected

Figure 1: Profile of features selected. (Click to enlarge). Legend: dcause=direct cause, deffect=direct effects, ocauses=other causes (indirect), oeffects=other effects (indirect), spouses=parent of a direct effect, orelatives=other relatives, unrelated=completely irrelevant

 Tscore performance of all entries

Figure 2: Tscore of all entries made as a function of entry order. (Click to enlarge). The dashed lines indicate the 25 and 50 percentiles.

 Fscore performance of all entries

Figure 3: Fscore of all entries made as a function of entry order. (Click to enlarge). The dashed lines indicate the 25 and 50 percentiles.

Performances:

Fnum=number of features (*=sorted list, **=table of results. Fnum given for best Tscore if table of results submitted), Fscore=MB AUC, Tscore=AUC of test predictions; Top Ts=best score among all valid last entries made by participants. Max Ts=best score reachable, including reference entries using the knowledge of true causal relationships not available to participants.
* Entry Method Fnum Fscore Tscore (Ts) Top Ts Max Ts <Tscore> Rank
REGED0 1482 mixed 8/999 * 0.6905 0.99200.0020 1.0000 1.0000
REGED1 1482 mixed 9/999 * 0.6765 0.96440.0037 0.9980 0.9980 0.8928 7
REGED2 1482 mixed 9/999 * 0.7465 0.72190.0059 0.8600 0.9534
SIDO0 1482 mixed 50/4932 * 0.5031 0.90850.0090 0.9443 0.9467
SIDO1 1482 mixed 50/4932 * 0.5002 0.49210.0123 0.7532 0.7893 0.6081 12
SIDO2 1482 mixed 50/4932 * 0.5002 0.42380.0021 0.6684 0.7674
CINA0 1482 mixed 132/132 * 0.6210 0.97320.0032 0.9788 0.9788
CINA1 1482 mixed 132/132 * 0.7438 0.84300.0047 0.8977 0.8977 0.8247 7
CINA2 1482 mixed 132/132 * 0.7438 0.65790.0046 0.8157 0.8910
MARTI0 1482 mixed 27/1024 * 0.5108 0.99260.0024 0.9996 0.9996
MARTI1 1482 mixed 27/1024 * 0.5228 0.86590.0051 0.9470 0.9542 0.8388 6
MARTI2 1482 mixed 27/1024 * 0.4868 0.65790.0063 0.7975 0.8273

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