Table 6 p-values returned by the Mann–Whitney U-test for the results achieved on the test set.
From: Accurate High Performance Concrete Prediction with an Alignment-Based Genetic Programming System
Test | |||||||||
|---|---|---|---|---|---|---|---|---|---|
GSGP | NAGP | NAGP50 | LIN | ISO | K* | MLP | RBF | SVM | |
GSGP | – | 4.19E−01 | 1.45E−09 | 3.31E−07 | 5.11E−08 | 5.86E−01 | 6.41E−01 | 1.16E−09 | 1.87E−04 |
NAGP | – | 1.20E−09 | 7.25E−08 | 1.88E−09 | 6.52E−01 | 4.27E−01 | 6.26E−11 | 2.25E−04 | |
NAGP50 | – | 1.71E−09 | 1.16E−09 | 1.16E−09 | 1.16E−09 | 1.16E−09 | 2.07E−09 | ||
LIN | – | 6.07E−11 | 6.06E−11 | 2.98E−07 | 6.06E−11 | 4.79E−05 | |||
ISO | – | 4.28E−09 | 1.60E−03 | 1.12E−09 | 6.04E−11 | ||||
K* | – | 9.88E−01 | 6.03E−11 | 2.96E−06 | |||||
MLP | – | 9.83E−05 | 3.55E−02 | ||||||
RBF | – | 6.03E−11 | |||||||
SVM | – | ||||||||