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 |