Table 1.
Accuracy and computation time of CandidateCausal
Algorithm | Accuracy (%) | P-value | Time(s) |
---|---|---|---|
k=10 shortest paths (s.p.) | 34.03 | − | 0.1 |
k=10, λ=0.5 diverse s.p. | 34.08 | 0.2265 | 1.43 |
k=1 s.p. | 30.38 | 1.09*e-6 | 0.01 |
IF model (α=0.55) | 30.09 | 1.52*e-4 | 38.02 |
IF model (α=0.85) | 29.11 | 4.76*e-6 | 38.42 |
Tu's | 22.34 | 2.46*e-23 | 0.1 |
The diverse short paths algorithm with different λ yields very close accuracy and thus only λ=0.5 is shown here.