Table 2.
Simulation results for Gaussian settings. Results are generated based on 100 simulated datasets: mean(sd)
Gaussian | ||||||
---|---|---|---|---|---|---|
Overlap | Method | CE | CS | SEN | SPE | MCC |
0 | Plaid | 0.24(3e![]() |
0.24(3e![]() |
0.29(2e![]() |
1(5e![]() |
0.43(5e![]() |
CC | 0(0e+00) | 0(0e+00) | 0(0e+00) | 1(5e![]() |
![]() ![]() |
|
FABIA | 0.54(3ev02) | 0.54(3e![]() |
0.57(3e![]() |
1(1e![]() |
0.72(3e![]() |
|
XMotifs | 0(0e+00) | 0(0e+00) | 0(0e+00) | 1(0e+00) | 0(0e+00) | |
ISA | 0(0e+00) | 0(0e+00) | 0(0e+00) | 0(0e+00) | 0(0e+00) | |
GBC | 0.64(9e![]() |
0.63(9e![]() |
0.88(1e![]() |
0.99(4e![]() |
0.78(6e![]() |
|
sGBC | 0.76(7e![]() |
0.76(8e![]() |
0.95(8e![]() |
0.99(2e![]() |
0.86(5e![]() |
|
15 | Plaid | 0.24(2e![]() |
0.23(3e![]() |
0.28(2e![]() |
1(1e![]() |
0.42(4e![]() |
CC | 0(0e+00) | 0(0e+00) | 0(0e+00) | 1(5e![]() |
![]() ![]() |
|
FABIA | 0.51(8e![]() |
0.52(7e![]() |
0.56(3e![]() |
1(1e![]() |
0.68(9e![]() |
|
XMotifs | 0(0e+00) | 0(0e+00) | 0(0e+00) | 1(0e+00) | 0(0e+00) | |
ISA | 0(0e+00) | 0(0e+00) | 0(0e+00) | 0(0e+00) | 0(0e+00) | |
GBC | 0.57(1e![]() |
0.57(1e![]() |
0.91(1e![]() |
0.98(7e![]() |
0.76(7e![]() |
|
sGBC | 0.66(9e![]() |
0.66(9e![]() |
0.95(9e![]() |
0.99(4e![]() |
0.81(5e![]() |