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ResearchFormerly WizWand

Interaction value estimation on Diabetes (test)

0.0028Time (s)TN-SHAP
-0.1886081.1033962.39543.687404Oct 25, 2025
Updated 5mo ago

Evaluation results

MethodLinks
TN-SHAPBudget=–2025.100.00280.9944.8
TN-SHAPBudget=–2025.100.00390.6373.9
TN-SHAPBudget=–2025.100.00510.1431.9
TN-SHAPOrder=k = 3, Budget=–, Targets=892025.100.00520.14330.0002
PermutationSampOrder=k = 3, Budget=50.0, Targets=892025.100.026400.0001
PermutationSampOrder=k = 3, Budget=100.0, Targets=892025.100.026500.0001
RegressionFSIIOrder=k = 3, Budget=50.0, Targets=892025.100.05870.0080.2495
SHAPIQ (MonteCarlo SII)Order=k = 3, Budget=50.0, Targets=892025.100.06690.00590.0512
SHAPIQBudget=1002025.100.08750.997.9
SHAPIQBudget=1002025.100.08750.4985.7
RegressionFSIIOrder=k = 3, Budget=100.0, Targets=892025.100.0917-0.0040.8879
KernelSHAPIQOrder=k = 3, Budget=50.0, Targets=892025.100.0964-0.0060.0002
SHAPIQ (MonteCarlo SII)Order=k = 3, Budget=100.0, Targets=892025.100.10110.01140.0105
KernelSHAPIQOrder=k = 3, Budget=100.0, Targets=892025.100.16450.05680.0002
SHAPIQBudget=1002025.100.1780.0851.9
PermutationSampOrder=k = 3, Budget=500.0, Targets=892025.100.27060.06930.0002
RegressionFSIIOrder=k = 3, Budget=500.0, Targets=892025.100.27690.23640.0001
SHAPIQ (MonteCarlo SII)Order=k = 3, Budget=500.0, Targets=892025.100.29370.01830.0176
KernelSHAPIQOrder=k = 3, Budget=500.0, Targets=892025.100.35840.14760.0004
RegressionFSIIOrder=k = 3, Budget=2000.0, Targets=892025.100.45580.30960.0001
RegressionFSIIOrder=k = 3, Budget=10000.0, Targets=892025.100.46410.25840.0001
RegressionFSIIOrder=k = 3, Budget=1000.0, Targets=892025.100.48050.25790.0001
SHAPIQ (MonteCarlo SII)Order=k = 3, Budget=2000.0, Targets=892025.100.48180.2730.0001
SHAPIQ (MonteCarlo SII)Order=k = 3, Budget=10000.0, Targets=892025.100.48320.22520.0002
SHAPIQ (MonteCarlo SII)Order=k = 3, Budget=1000.0, Targets=892025.100.50780.10130.0006
PermutationSampOrder=k = 3, Budget=1000.0, Targets=892025.100.51020.07860.0004
KernelSHAPIQOrder=k = 3, Budget=10000.0, Targets=892025.100.54360.22520.0002
KernelSHAPIQOrder=k = 3, Budget=2000.0, Targets=892025.100.54910.2730.0001
KernelSHAPIQOrder=k = 3, Budget=1000.0, Targets=892025.100.57190.20090.0002
SHAPIQBudget=10002025.100.6330.6333.38
SHAPIQBudget=10002025.100.6350.9815.4
SHAPIQBudget=10002025.100.7380.1752.83
PermutationSampOrder=k = 3, Budget=2000.0, Targets=892025.100.98930.1530.0002
PermutationSampOrder=k = 3, Budget=10000.0, Targets=892025.104.7880.17060.0002