Table 2. Mean and variance of AUC values for each of the different distance methods for each serovar.
Distance | ||||||||
---|---|---|---|---|---|---|---|---|
k-mer based | Site-based | |||||||
Serovar (N) | Euclidean | Jaccard | Manhattan | Mash | Mash Jaccard | Extended MLST | NUCmer | Average |
Agona (282) | 0.767 (0.014) | 0.849 (0.011) | 0.822 (0.023) | 0.935 (0.006) | 0.944 (0.005) | 0.985 (0) | 0.959 (0.006) | 0.894 |
Enteritidis (4455) | 0.868 (0.002) | 0.876 (0.003) | 0.88 (0.003) | 0.959 (0) | 0.959 (0) | 0.987 (0) | 0.983 (0) | 0.930 |
Heidelberg (580) | 0.919 (0.001) | 0.889 (0.002) | 0.925 (0.001) | 0.939 (0) | 0.943 (0) | 0.994 (0) | 0.984 (0) | 0.942 |
Infantis (341) | 0.897 (0.002) | 0.919 (0.001) | 0.906 (0.001) | 0.979 (0) | 0.982 (0) | 0.988 (0) | 0.986 (0) | 0.951 |
Kentucky (627) | 0.709 (0.013) | 0.749 (0.009) | 0.756 (0.011) | 0.875 (0.001) | 0.872 (0.002) | 0.968 (0) | 0.936 (0) | 0.838 |
Montevideo (287) | 0.823 (0.002) | 0.832 (0.003) | 0.837 (0.004) | 0.921 (0.005) | 0.916 (0.007) | 0.980 (0.001) | 0.968 (0.001) | 0.897 |
Newport (827) | 0.680 (0.007) | 0.677 (0.006) | 0.680 (0.008) | 0.819 (0.006) | 0.813 (0.003) | 0.976 (0) | 0.948 (0) | 0.799 |
Senftenberg (232) | 0.793 (0.006) | 0.821 (0.003) | 0.814 (0.007) | 0.925 (0.001) | 0.933 (0.001) | 0.974 (0) | 0.958 (0) | 0.888 |
Typhimurium (3475) | 0.822 (0.003) | 0.846 (0.003) | 0.846 (0.003) | 0.949 (0) | 0.948 (0) | 0.966 (0) | 0.969 (0) | 0.907 |
Weltevreden (268) | 0.914 (0.002) | 0.915 (0.001) | 0.934 (0.001) | 0.931 (0.001) | 0.907 (0.001) | 0.983 (0) | 0.982 (0) | 0.938 |
Average | 0.819 | 0.837 | 0.84 | 0.923 | 0.922 | 0.980 | 0.967 |