Table 4 Statistical significance of five methods over eighteen test-cases determined through Friedman tests with Hommel’s post-hoc analysis at α=0.05
From: Decoy selection for protein structure prediction via extreme gradient boosting and ranking
Top Basins | Method | Average Rank | p value | p Hommel |
|---|---|---|---|---|
B1 | PR | 3.889 | 2.101E-6 | 0.0125 |
Basin-Size | 3.306 | 2.76E-4 | 0.0167 | |
PR+PC | 3.306 | 2.76E-4 | 0.025 | |
Basin-Size+Energy | 3.11 | 0.001 | 0.05 | |
ML-select ∗ | 1.389 | - | - | |
B1−2 | PR | 4.028 | 5.53E-7 | 0.0125 |
Basin-Size | 3.417 | 1.19E-4 | 0.0167 | |
PR+PC | 3.139 | 8.99E-4 | 0.025 | |
Basin-Size+Energy | 3.028 | 0.002 | 0.05 | |
ML-Select ∗ | 1.389 | - | - | |
B1−3 | PR | 3.833 | 7.47E-6 | 0.0125 |
Basin-Size | 3.444 | 1.83E-4 | 0.0167 | |
PR+PC | 3.306 | 5.04E-4 | 0.025 | |
Basin-Size+Energy | 2.944 | 0.005 | 0.05 | |
ML-Select ∗ | 1.472 | - | - |