Table 1.
Statistical table for cumulative features with minimum RMSE of ranked data for men.
FR | ML | Min | Median | Mean | Max | Variable Size |
---|---|---|---|---|---|---|
LP | SVM | 1.912 | 2.887 | 2.879 | 3.980 | 19 |
DT | 2.109 | 3.092 | 3.144 | 4.187 | 2 | |
RF | 2.099 | 2.833 | 2.857 | 3.827 | 5 | |
NN | 2.104 | 2.823 | 2.972 | 8.570 | 2 | |
LASSO | 2.011 | 2.709 | 2.767 | 3.687 | 5 | |
EN | 2.006 | 2.697 | 2.756 | 3.654 | 5 | |
MCP | 2.040 | 2.814 | 2.896 | 3.857 | 5 | |
SCAD | 2.039 | 2.822 | 2.899 | 3.857 | 5 | |
XI | SVM | 1.815 | 2.864 | 2.847 | 3.982 | 17 |
DT | 1.960 | 3.247 | 3.310 | 4.272 | 3 | |
RF | 2.026 | 2.809 | 2.851 | 3.879 | 11 | |
NN | 2.281 | 3.020 | 3.084 | 4.891 | 6 | |
LASSO | 1.936 | 2.742 | 2.815 | 3.847 | 10 | |
EN | 1.931 | 2.735 | 2.806 | 3.838 | 10 | |
MCP | 2.015 | 2.918 | 2.926 | 3.880 | 7 | |
SCAD | 2.019 | 2.924 | 2.927 | 3.880 | 7 |