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Causal Structure Learning on Alarm
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6,899
#CI tests
FCI
-31.56
1,767.72
3,567
5,366.28
Oct 22, 2021
#CI tests
Runtime
F1-score
Precision
Recall
Updated 4d ago
Evaluation Results
Method
Method
Links
#CI tests
Runtime
F1-score
Precision
Recall
FCI
Sample size=50|O|, Lat...
2021.10
6,899
1.25
88
100
80
RFCI
Sample size=50|O|, Lat...
2021.10
981
0.2
89
100
81
M3HC
Sample size=50|O|, Lat...
2021.10
674
4.19
87
100
78
MBCS*
Sample size=50|O|, Lat...
2021.10
335
0.11
90
98
84
L-MARVEL
Sample size=50|O|, Lat...
2021.10
235
0.04
92
98
87
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