Counterfactual reasoning on Counterfactual reasoning Agent synthetic (test)
99.7AccuracyLIME
Evaluation results
| Method | Links | |
|---|---|---|
| LIMETrain Set Size=10002022.06 | 99.7 | |
| LIMETrain Set Size=1002022.06 | 99.2 | |
| LIMETrain Set Size=162022.06 | 94.5 | |
| LIMETrain Set Size=42022.06 | 92.9 | |
| SHAPTrain Set Size=10002022.06 | 64.9 | |
| GAMTrain Set Size=10002022.06 | 63.5 | |
| No explanationTrain Set Size=10002022.06 | 60.3 | |
| No explanationTrain Set Size=1002022.06 | 57.9 | |
| SHAPTrain Set Size=1002022.06 | 57.3 | |
| GAMTrain Set Size=1002022.06 | 57.3 | |
| SHAPTrain Set Size=42022.06 | 56.3 | |
| GAMTrain Set Size=42022.06 | 56 | |
| No explanationTrain Set Size=162022.06 | 55.6 | |
| GAMTrain Set Size=162022.06 | 53.5 | |
| SHAPTrain Set Size=162022.06 | 52.5 | |
| No explanationTrain Set Size=42022.06 | 52.1 |