Table 3 Top 10 features selected by random forests, PLS-DA, PD-CR and SVM in the LUNG dataset
RF | PLS-DA | PD-CR | SVM |
|---|---|---|---|
MZ 264.1215224 | MZ 264.1215224 | MZ 264.1215224 | MZ 264.1215224 |
MZ 656.2017529 | MZ 126.9069343 | MZ 308.0984878 | MZ 308.0984878 |
MZ 441.1613664 | MZ 170.0605916 | MZ 126.9069343 | MZ 247.0970455 |
MZ 584.2670695 | MZ 613.3595637 | MZ 613.3595637 | MZ 613.3595637 |
MZ 247.0970455 | MZ 243.1004849 | MZ 243.1004849 | MZ 615.0353192 |
MZ 486.2571336 | MZ 486.2571336 | MZ 247.0970455 | MZ 372.9232556 |
MZ 308.0984878 | MZ 308.0984878 | MZ 332.0963401 | MZ 441.1613664 |
MZ 204.1345526 | MZ 561.3432022 | MZ 441.1613664 | MZ 370.0525988 |
MZ 247.1384435 | MZ 94.06574518 | MZ 94.06574518 | MZ 423.0084949 |
MZ 447.10803 | MZ 269.1280232 | MZ 561.3432022 | MZ 332.0963401 |