
372 ◾ Waad Bouaguel, Ghazi Bel Mufti, and Mohamed Limam
Table 17.4 The P Values between the Proposed Rank Aggregation Approach and a Set of Others Feature Selection
Techniques
Relief MI PCC Mean Median Highest Lowest GA-K GA-S
(a) P Value for Precision
LR
GA-K 0.022722917 0.020182 0.007056333 0.003680917 0.003839333 0.004955 0.003501583
GA-S 0.017023816 0.009612013 0.0032657 0.005461467 0.002424667 0.002553667 0.011539571 0.042563310
SVM
GA-K 0.021602667 0.02132425 0.00771825 0.004181583 0.005117667 0.006336917 0.00763625
GA-S 0.004034917 0.004630917 5E-05 0.004332917 0.019224025 0.0311406964 0.000253125 0.02789775
DT
GA-K 0.00657825 0.03474025 0.00695025 ...