Local Model Interpretation on Iris
0KL DivergenceLIME
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LIMEPoint index=122026.02 | 0 | 0.04 | 0 | 100 | |
| SLIMEPoint index=12, Example equation=(exp(−x0 − x2))(x3+ 2.60)(inv(x2)− 0.07) exp(x1)2026.02 | 0 | 0.02 | 0 | 100 | |
| SLIMEPoint index=33, Example equation=x2((x3x 2 2+ 0.17)x2(ϵx0 −ϵx2 2 inv(x1− 2.78))) + 1.002026.02 | 0 | 0.02 | 0 | 100 | |
| SLIMEPoint index=119, Example equation=ϵ sin(x0)(−0.49x2+ x1)(inv(x3 + sin(x2)− 0.98) − 1.20)2026.02 | 0 | 0.06 | 0 | 100 | |
| SLIMEPoint index=0, Example equation=−ϵ inv(inv(inv(0.31x0− 3.50x 2 3 )x 2 2 + 0.18) +x1 − 3.50) + 1.002026.02 | 0 | 0 | 0 | 100 | |
| SLIMEPoint index=93, Example equation=ϵ(x1 + x0)(x1 − 5.92)x2 +ϵ2026.02 | 0 | 0.3 | 0 | 100 | |
| LIMEPoint index=932026.02 | 0.05 | 0.36 | 0.02 | 100 | |
| LIMEPoint index=02026.02 | 0.41 | 0.41 | 0.23 | 100 | |
| LIMEPoint index=1192026.02 | 0.66 | 0.69 | 0.48 | 48 | |
| LIMEPoint index=332026.02 | 1.4 | 1.42 | 1.14 | 0 |