Skip to main content
. Author manuscript; available in PMC: 2014 Jul 8.
Published in final edited form as: Electron J Stat. 2012;6:2069–2106. doi: 10.1214/12-EJS739

Table 2.

Performance of different procedures when estimating chain networks

Method name Precision Recall F1 score n−1h( Inline graphic, Inline graphic)
TD-Lasso 0.84 (0.04) 0.80 (0.04) 0.82 (0.04) 0.03 (0.01)
TD1-Lasso 0.78 (0.05) 0.70 (0.03) 0.74 (0.04) N/A
TD∞-Lasso 0.83 (0.03) 0.80 (0.03) 0.81 (0.03) 0.03 (0.01)
LLmax 0.72 (0.03) 0.65 (0.03) 0.68 (0.04) 0.06 (0.02)
Oracle procedure 0.97 (0.02) 0.89 (0.02) 0.93 (0.02) 0 (0)