Table 10 Test of multiple comparisons of means of the models-Tukey HSD, significance = 0.05.
From: Short-term streamflow modeling using data-intelligence evolutionary machine learning models
Pair | Meandiff | p-adj | Lower | Upper | Reject |
|---|---|---|---|---|---|
ELM-EN | 0.004 | 0.753 | − 0.005 | 0.012 | False |
ELM-MARS | 0.013 | 0.001 | 0.004 | 0.021 | True |
ELM-SVR | 0.008 | 0.068 | − 0.000 | 0.017 | False |
ELM-XGB | 0.030 | 0.001 | 0.021 | 0.038 | True |
EN-MARS | 0.009 | 0.046 | 0.000 | 0.018 | True |
EN-SVR | 0.005 | 0.572 | − 0.004 | 0.013 | False |
EN-XGB | 0.026 | 0.001 | 0.017 | 0.035 | True |
MARS-SVR | − 0.004 | 0.670 | − 0.013 | 0.005 | False |
MARS-XGB | 0.017 | 0.001 | 0.008 | 0.026 | True |
SVR-XGB | 0.021 | 0.001 | 0.013 | 0.030 | True |
