SHAP Value Computation Runtime on Obesity (test)
4Median Runtime (s)EXACTSHAP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EXACTSHAPBound Target (Precision)=Exact, Feature space size |P([n])|=2^16 > 10^42026.05 | 4 | 4 | |
| VERISHAPBound Target (Precision)=10% HR, Feature space size |P([n])|=2^16 > 10^42026.05 | 18 | 18 | |
| VERISHAPBound Target (Precision)=1% HR, Feature space size |P([n])|=2^16 > 10^42026.05 | 18 | 18 | |
| VERISHAPBound Target (Precision)=Exact, Feature space size |P([n])|=2^16 > 10^42026.05 | 18 | 18 |