Table 7 ANOVA Post-hoc analysis (Dunn’s Test) results for additive regression, random subspace, linear regression, M5P, and SVM techniques during the validation phase in minimum air temperature.
Sum Rank Diff | Z | Prob | Sig | |
|---|---|---|---|---|
“Actual” “Additive Regression" | 1669 | 6.24027 | 6.5524E-9 | 1 |
“Actual” “Random Subspace" | 2704 | 10.11005 | 7.47853E-23 | 1 |
“Actual” “Linear Regression" | 6142.5 | 22.96635 | 1.51748E-115 | 1 |
“Actual” “M5P" | 3286.5 | 12.28798 | 1.57654E-33 | 1 |
“Actual” “SVM" | −7055 | 26.37812 | 3.66447E-152 | 1 |
“Additive Regression” “Random Subspace" | 1035 | 3.86979 | 0.00163 | 1 |
“Additive Regression” “Linear Regression" | 4473.5 | 16.72608 | 1.26938E-61 | 1 |
“Additive Regression” “M5P" | 1617.5 | 6.04771 | 2.20377E-8 | 1 |
“Additive Regression” “SVM" | −8724 | 32.61838 | 3.37606E-232 | 1 |
“Random Subspace” “Linear Regression" | 3438.5 | 12.85629 | 1.18931E-36 | 1 |
“Random Subspace” “M5P" | 582.5 | 2.17792 | 0.44118 | 0 |
“Random Subspace” “SVM" | −9759 | 36.48817 | 2.56222E-290 | 1 |
“Linear Regression” “M5P" | −2856 | 10.67837 | 1.92761E-25 | 1 |
“Linear Regression” “SVM" | −13197.5 | 49.34447 | 0 | 1 |
“M5P” “SVM" | −10341.5 | 38.6661 | 0 | 1 |
