Table 2.
Effects of the noise level and the total number of background edges on the performance of SITPR based on 100 simulation runs
Noise | SN | SP | ACC | F-measure | MCC | AUC |
---|---|---|---|---|---|---|
10% | 0.913 ± 0.086 | 0.994 ± 0.044 | 0.967 ± 0.057 | 0.950 ± 0.057 | 0.928 ± 0.093 | 0.986 ± 0.045 |
20% | 0.867 ± 0.143 | 0.933 ± 0.141 | 0.911 ± 0.126 | 0.893 ± 0.131 | 0.816 ± 0.253 | 0.924 ± 0.133 |
30% | 0.889 ± 0.182 | 0.886 ± 0.174 | 0.887 ± 0.155 | 0.876 ± 0.171 | 0.775 ± 0.304 | 0.889 ± 0.158 |
Background edge number | SN | SP | ACC | F-measure | MCC | AUC |
40 | 0.884 ± 0.067 | 0.920 ± 0.071 | 0.897 ± 0.059 | 0.900 ± 0.059 | 0.787 ± 0.120 | 0.940 ± 0.060 |
80 | 0.854 ± 0.108 | 0.854 ± 0.104 | 0.854 ± 0.103 | 0.852 ± 0.100 | 0.629 ± 0.192 | 0.893 ± 0.095 |
100 | 0.829 ± 0.112 | 0.770 ± 0.093 | 0.820 ± 0.095 | 0.792 ± 0.083 | 0.521 ± 0.152 | 0.811 ± 0.071 |