Description Usage Arguments Details Value Author(s) References See Also Examples
adjacency_precision
calculates the adjacency precison between two
causality graphs.
1 2 3 | adjacency_precision(x, y)
adjacency_recall(x, y)
|
x |
A causality.graph |
y |
A causality.graph |
adjacency_recall
calculates the adjacency recall between two
causality graphs.
TODO(arix) explain what they do
Both adjacency_precision
and adjacency_recall
return a
numeric between 0 and 1 with the following exceptions:
adjacency_precision
returns NA
if y
contains 0 adjacencies
adjacency_recall
returns NA
if x
contains 0 adjacencies
Alexander Rix
Joseph D. Ramsey: “Scaling up Greedy Causal Search for Continuous Variables ”, 2015; arxiv:1507.07749 [cs.AI]. TODO(arix) see what Spirtes calls these guys Spirtes et al: “Causation, Prediction, and Search.”, Mit Press, 2001, p. 109.
Other graph comparison statistics:
arrowhead_precision
, arrowhead_recall
,
and shd
1 | TODO(arix)
|
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