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Feature Attribution on IRIS

0.007INFD

SHAP

Updated 1mo ago

Evaluation Results

Method	Links
SHAP 2022.01		0.007	0.137	0.218	0.664	0.524
MeLIME 2022.01		0.008	0.049	0.219	0.629	0.464
MeLIME 2022.01		0.008	0.049	0.219	0.629	0.464
LINEX 2022.01		0.009	0.029	0.024	0.744	0.942
MAPLE 2022.01		0.009	0.038	0.261	0.458	0.586
LINEX 2022.01		0.009	0.029	0.024	0.744	0.942
MAPLE 2022.01		0.009	0.038	0.261	0.458	0.586
LINEX 2022.01		0.013	0.052	0.044	0.802	0.921
LINEX 2022.01		0.013	0.02	0.026	0.694	0.929
LINEX 2022.01		0.013	0.052	0.044	0.802	0.921
LINEX 2022.01		0.013	0.02	0.026	0.694	0.929
LIME 2022.01		0.015	0.132	0.319	0.646	0.667
S-LIME 2022.01		0.015	0.077	0.143	0.704	0.878
LIME 2022.01		0.015	0.132	0.319	0.646	0.667
S-LIME 2022.01		0.015	0.077	0.143	0.704	0.878
NB 2022.01		0.04	0.067	0.319	0.646	0.667
NB 2022.01		0.058	0.034	0.219	0.629	0.464