From: Integration and comparison of different genomic data for outcome prediction in cancer
Cancer type | Algorithm | EXPR | MIRNA | CNA | MUT | MERGE |
---|---|---|---|---|---|---|
OV | CPSO | 66b | 61b | 64c | 10c | 65c |
NFS | 60a | 53 | 56b | 11c | 63c | |
LASSO | 68c | 62c | 64c | - | 68c | |
Average | 65 | 59 | 61 | 10 | 65 | |
LUAD | CPSO | 74b | 70 | 74b | 52c | 75b |
NFS | 71b | 73b | 65a | 29b | 64 | |
LASSO | 72c | 75c | 66c | 52c | 78c | |
Average | 72 | 72 | 68 | 44 | 72 | |
BRCA | CPSO | 85c | 82c | 92 | 38c | 83c |
NFS | 79 | 76 | 70 | 28c | 84 | |
LASSO | 81c | 80b | 83c | 53c | 86c | |
Average | 82 | 80 | 82 | 40 | 84 | |
GBM | CPSO | 63c | 59c | 57b | 16c | 59 |
NFS | 60c | 61c | 58b | 3b | 63c | |
LASSO | 60c | 61c | 53c | 5 | 61c | |
Average | 61 | 61 | 56 | 8 | 61 | |
Overall | CPSO | 72 | 68 | 72 | 29 | 71 |
NFS | 67 | 66 | 62 | 18 | 69 | |
LASSO | 70 | 70 | 66 | 37 | 73 | |
Average | 70 | 68 | 67 | 27 | 71 |