Table 2.
Statistical table for cumulative features with minimum RMSE of ranked data for women.
| FR | ML | Min | Median | Mean | Max | Variable Size |
|---|---|---|---|---|---|---|
| LP | SVM | 2.466 | 3.249 | 3.253 | 4.365 | 19 |
| DT | 2.803 | 3.579 | 3.545 | 4.451 | 4 | |
| RF | 2.473 | 3.267 | 3.285 | 4.173 | 21 | |
| NN | 2.541 | 3.502 | 3.470 | 4.351 | 3 | |
| LASSO | 2.518 | 3.245 | 3.263 | 4.157 | 5 | |
| EN | 2.504 | 3.239 | 3.260 | 4.156 | 5 | |
| MCP | 2.641 | 3.350 | 3.389 | 4.259 | 5 | |
| SCAD | 2.652 | 3.355 | 3.393 | 4.246 | 5 | |
| XI | SVM | 2.525 | 3.250 | 3.230 | 4.178 | 20 |
| DT | 2.705 | 3.656 | 3.687 | 4.664 | 11 | |
| RF | 2.569 | 3.208 | 3.233 | 4.239 | 18 | |
| NN | 2.553 | 3.467 | 3.504 | 5.917 | 2 | |
| LASSO | 2.549 | 3.273 | 3.325 | 4.179 | 18 | |
| EN | 2.706 | 3.304 | 3.325 | 4.173 | 18 | |
| MCP | 2.720 | 3.394 | 3.419 | 4.295 | 6 | |
| SCAD | 2.730 | 3.399 | 3.422 | 4.281 | 6 |