Research Article

A Novel Reformed Reduced Kernel Extreme Learning Machine with RELIEF-F for Classification

Table 6

The Wilcoxon signed-rank test between R-RKELM and Relief-F.

DataModelDifferenceSignedRank
R-RKELM (%)Relief-F (%)

German85.4480.275.17+7
Image87.7585.861.89+3
Ringnorm69.3760.918.46+8
Twonorm95.3592.452.90+4
Waveform85.8485.220.64+2
HAPT92.8789.473.40+6
HARUS92.8189.683.13+5
Smartphone86.9286.550.37+1