From: G-Aligner: a graph-based feature alignment method for untargeted LC–MS-based metabolomics
TP | FP | TN | FN | P | R | F | F_ACC | A_ACC | |
---|---|---|---|---|---|---|---|---|---|
MZmine2 RANSAC | 7982 | 103 | 0 | 265 | 0.987 | 0.968 | 0.977 | 0.956 | 0.831 |
OpenMS | 8167 | 146 | 0 | 37 | 0.982 | 0.995 | 0.989 | 0.978 | 0.902 |
XCMS Group | 6812 | 629 | 0 | 909 | 0.915 | 0.882 | 0.899 | 0.816 | 0.715 |
XCMS OBI-Warp | 6749 | 677 | 0 | 924 | 0.909 | 0.880 | 0.894 | 0.808 | 0.667 |
Local bipartite | 8019 | 78 | 0 | 253 | 0.990 | 0.969 | 0.980 | 0.960 | 0.884 |
G-Aligner Greedy | 8320 | 12 | 0 | 18 | 0.999 | 0.998 | 0.998 | 0.996 | 0.989 |
G-Aligner Gurobi | 8323 | 7 | 0 | 20 | 0.999 | 0.998 | 0.998 | 0.997 | 0.989 |
G-Aligner VLSNS_MSR | 8323 | 7 | 0 | 20 | 0.999 | 0.998 | 0.998 | 0.997 | 0.989 |
G-Aligner VLSNS_MSG | 8323 | 7 | 0 | 20 | 0.999 | 0.998 | 0.998 | 0.997 | 0.989 |