Confounding Detection on Erdös-Rényi Causal Graphs Setting 1 Synthetic
83PrecisionProposed Confounding Measures
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Proposed Confounding MeasuresN, C=25, Sample Size=1002024.09 | 83 | 96 | 89 | |
| Proposed Confounding MeasuresN, C=25, Sample Size=2002024.09 | 83 | 100 | 91 | |
| Proposed Confounding MeasuresN, C=25, Sample Size=3002024.09 | 83 | 100 | 91 | |
| Proposed Confounding MeasuresN, C=25, Sample Size=4002024.09 | 83 | 100 | 91 | |
| Proposed Confounding MeasuresN, C=25, Sample Size=5002024.09 | 83 | 100 | 91 | |
| Proposed Confounding MeasuresN, C=15, Sample Size=2002024.09 | 82 | 100 | 90 | |
| Proposed Confounding MeasuresN, C=15, Sample Size=3002024.09 | 82 | 100 | 90 | |
| Proposed Confounding MeasuresN, C=15, Sample Size=4002024.09 | 82 | 100 | 90 | |
| Proposed Confounding MeasuresN, C=15, Sample Size=5002024.09 | 82 | 100 | 90 | |
| Proposed Confounding MeasuresN, C=15, Sample Size=1002024.09 | 81 | 95 | 88 | |
| Proposed Confounding MeasuresN, C=20, Sample Size=2002024.09 | 69 | 100 | 82 | |
| Proposed Confounding MeasuresN, C=20, Sample Size=3002024.09 | 69 | 100 | 82 | |
| Proposed Confounding MeasuresN, C=20, Sample Size=4002024.09 | 69 | 100 | 82 | |
| Proposed Confounding MeasuresN, C=20, Sample Size=5002024.09 | 69 | 100 | 82 | |
| Proposed Confounding MeasuresN, C=20, Sample Size=1002024.09 | 68 | 95 | 80 | |
| Proposed Confounding MeasuresN, C=10, Sample Size=1002024.09 | 64 | 97 | 77 | |
| Proposed Confounding MeasuresN, C=10, Sample Size=2002024.09 | 64 | 100 | 78 | |
| Proposed Confounding MeasuresN, C=10, Sample Size=3002024.09 | 64 | 100 | 78 | |
| Proposed Confounding MeasuresN, C=10, Sample Size=4002024.09 | 64 | 100 | 78 | |
| Proposed Confounding MeasuresN, C=10, Sample Size=5002024.09 | 64 | 100 | 78 |