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. Author manuscript; available in PMC: 2018 Jan 1.
Published in final edited form as: Artif Intell Med. 2016 Nov 5;75:1–15. doi: 10.1016/j.artmed.2016.10.003

Table 7.

Pairwise comparison of each algorithm’s best learning method to DCL’s best learning method using McNemar’s test

Network type Learning methods compared p-value
Simple DCLα=54 vs FGSsmp2 stp2 0.000
Simple DCLα=54 vs CPCβ=0.1 0.000
Simple DCLα=54 vs PCβ=0.01 0.000
Simple DCLα=54 vs FCIβ=0.2 0.000
Complex FGSsmp2 stp2 vs DCLα=15 0.269
Complex DCLα=15 vs CPCβ=0.2 0.053
Complex DCLα=15 vs PCβ=0.2 0.000
Complex DCLα=15 vs FCIβ=0.2 0.000
Overall DCLα=54 vs FGSsmp2 stp2 0.000
Overall DCLα=54 vs CPCβ=0.1 0.000
Overall DCLα=54 vs PCβ=0.01 0.000
Overall DCLα=54 vs FCIβ=0.2 0.000