Table 8 Average running time of T-OCD\(_{MB}\) and its rivals on benchmark BNs with 500 sample size.
From: Triplet offline causal discovery based on optimal Markov blanket and its application
Datasets | IAMB | MMMB | HITON-MB | MBOR | STMB | BAMB | EEMB | EAMB | FSMB | T-OCD\(_{MB}\) |
|---|---|---|---|---|---|---|---|---|---|---|
| Â | Â | Â | Â | Sample size = 500 | Â | Â | Â | Â | ||
Average time (s) | 4.9 | 7.7 | 6.4 | 8.1 | 6.5 | 5.5 | 5.3 | 6.2 | 5.5 | 5.1 |
| Â | Â | Â | Â | Sample size = 5000 | Â | Â | Â | Â | ||
Average time (s) | 8.3 | 28.3 | 17.3 | 29.6 | 25.7 | 14.8 | 13.3 | 15.1 | 13.3 | 12.9 |
