Test | ||||||
---|---|---|---|---|---|---|
TreeKernel | Univariate simes | Principal component F-test | ||||
15 omics variables | ||||||
4-Partition | ||||||
2 Active groups | Group 1 | Group 2 | Group 1 | Group 2 | Group 1 | Group 2 |
0.657 | 0.323 | 0.011 | 0.008 | 0.731 | 0.413 | |
1 Active group | 0.836 | 0.033 | 0.869 | |||
3-Partition | ||||||
2 Active groups | Group 1 | Group 2 | Group 1 | Group 2 | Group 1 | Group 2 |
0.895 | 0.586 | 0.011 | 0.014 | 0.841 | 0.015 | |
1 Active group | 0.985 | 0.036 | 0.924 | |||
2-Partition | ||||||
1 Active group | 0.998 | 0.038 | 0.973 | |||
30 omics variables | ||||||
4-Partition | ||||||
2 Active groups | Group 1 | Group 2 | Group 1 | Group 2 | Group 1 | Group 2 |
0.673 | 0.461 | 0.008 | 0.008 | 0.542 | 0.379 | |
1 Active group | 0.825 | 0.036 | 0.682 | |||
3-Partition | ||||||
2 Active groups | Group 1 | Group 2 | Group 1 | Group 2 | Group 1 | Group 2 |
0.923 | 0.774 | 0.010 | 0.013 | 0.658 | 0.018 | |
1 Active group | 0.982 | 0.029 | 0.759 | |||
2-Partition | ||||||
1 Active group | 0.989 | 0.036 | 0.880 | |||
45 omics variables | ||||||
4-Partition | ||||||
2 Active groups | Group 1 | Group 2 | Group 1 | Group 2 | Group 1 | Group 2 |
0.715 | 0.583 | 0.008 | 0.007 | 0.429 | 0.373 | |
1 Active group | 0.759 | 0.030 | 0.537 | |||
3-Partition | ||||||
2 Active groups | Group 1 | Group 2 | Group 1 | Group 2 | Group 1 | Group 2 |
0.928 | 0.881 | 0.011 | 0.012 | 0.559 | 0.024 | |
1 Active group | 0.967 | 0.036 | 0.666 | |||
2-Partition | ||||||
1 Active group | 0.997 | 0.033 | 0.792 |