Table 1 Feature selection for lung cancer data
From: Greedy feature selection for glycan chromatography data with the generalized Dirichlet distribution
GDFS | CFS | rpart | Predominant glycans(GDFS method) | |
|---|---|---|---|---|
Peak 1 | ✗ | ✗ | ✗ | |
Peak 2 | ✓ | ✗ | ✗ | A2 |
Peak 3 | ✓ | ✗ | ✗ | FA2 |
Peak 4 | ✓ | ✗ | ✗ | FA2B, A2[3]G1, A2[6]G1, M5 |
Peak 5 | ✓ | ✓ | ✗ | FA2[3]G1, FA2[6]G1, FA2[3]BG1, FA2[6]BG1 |
Peak 6 | ✓ | ✓ | ✗ | A2G2, A2BG2, A2[3]G1S1, A2[6]G1S1 |
Peak 7 | ✓ | ✓ | ✗ | FA2G2, FA2BG2,FA2[3]G1S1, FA2[6]G1S1 |
Peak 8 | ✓ | ✗ | ✗ | A2G2S1, A2BG2S1 |
Peak 9 | ✓ | ✓ | ✗ | A3G3S2, A3BG3S2, A2F1G2S2 |
Peak 10 | ✗ | ✗ | ✗ | |
Peak 11 | ✗ | ✗ | ✗ | |
Peak 12 | ✓ | ✓ | ✓ | A3G3S2, A3BG3S2, A2F1G2S2 |
Peak 13 | ✗ | ✗ | ✗ | |
Peak 14 | ✓ | ✓ | ✗ | A3F1G3S3 |
Peak 15 | ✗ | ✗ | ✗ | |
Peak 16 | ✗ | ✗ | ✗ | |
Peak 17 | ✓ | ✓ | ✗ | A4G4LacS4, A4F2G3S4 |