Causal Discovery on fMRI simulated data with pseudo-empirical errors 40 networks 1.0
100Adj PrecisionDAGMA
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DAGMAVariables=200, Average Degree=10, Sample Size=1,0002023.10 | 100 | 69 | 98 | 67 | 3,080.85 | 687.15 | 54.58 | |
| BOSSVariables=200, Average Degree=10, Sample Size=1,0002023.10 | 99 | 94 | 96 | 90 | 211.79 | 951.4 | 15.46 | |
| fGESVariables=200, Average Degree=10, Sample Size=1,0002023.10 | 97 | 60 | 70 | 43 | 7,784.48 | 617.35 | 5.16 | |
| LiNGAMVariables=200, Average Degree=10, Sample Size=1,0002023.10 | 54 | 94 | 35 | 62 | 3,868.93 | 1,752.75 | 582.03 |