Interpretation Error on IMDb (test)
0.0175L2 Norm ErrorHarmonica^3
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Harmonica^3Radius=12022.10 | 0.0175 | 0.0149 | 0.0027 | |
| Harmonica^3Radius=22022.10 | 0.0193 | 0.0157 | 0.0022 | |
| Harmonica^2Radius=12022.10 | 0.0225 | 0.0193 | 0.0041 | |
| Harmonica^2Radius=22022.10 | 0.0234 | 0.0193 | 0.0036 | |
| Harmonica^3Radius=42022.10 | 0.0264 | 0.0195 | 0.0098 | |
| Harmonica^2Radius=42022.10 | 0.03 | 0.0228 | 0.0141 | |
| Faith-Shap^2Radius=12022.10 | 0.0395 | 0.0313 | 0.0337 | |
| Harmonica^3Radius=82022.10 | 0.0407 | 0.0265 | 0.0367 | |
| Harmonica^2Radius=82022.10 | 0.0442 | 0.0298 | 0.0434 | |
| Shapley Taylor Index^2Radius=12022.10 | 0.0444 | 0.0365 | 0.0554 | |
| Faith-Shap^2Radius=22022.10 | 0.0469 | 0.0378 | 0.0466 | |
| Harmonica^3Radius=162022.10 | 0.0472 | 0.0296 | 0.0506 | |
| Harmonica^3Radius=322022.10 | 0.0481 | 0.0301 | 0.0528 | |
| Harmonica^3Radius=∞2022.10 | 0.0481 | 0.0301 | 0.0529 | |
| Harmonica^2Radius=162022.10 | 0.0506 | 0.033 | 0.0574 | |
| Harmonica^2Radius=322022.10 | 0.0515 | 0.0334 | 0.0596 | |
| Harmonica^2Radius=∞2022.10 | 0.0515 | 0.0334 | 0.0597 | |
| Faith-Shap^2Radius=42022.10 | 0.0547 | 0.044 | 0.0657 | |
| Shapley Taylor Index^2Radius=22022.10 | 0.059 | 0.047 | 0.0999 | |
| Faith-Shap^2Radius=82022.10 | 0.062 | 0.0494 | 0.0808 | |
| LIMERadius=12022.10 | 0.0624 | 0.0525 | 0.1175 | |
| LIMERadius=22022.10 | 0.0671 | 0.0546 | 0.1358 | |
| Shapley Taylor Index^2Radius=42022.10 | 0.0684 | 0.0538 | 0.1339 | |
| Faith-Shap^2Radius=162022.10 | 0.0684 | 0.0543 | 0.0851 | |
| Shapley Taylor Index^2Radius=82022.10 | 0.0698 | 0.0542 | 0.13 | |
| Shapley Taylor Index^2Radius=162022.10 | 0.0719 | 0.0558 | 0.1287 | |
| LIMERadius=42022.10 | 0.074 | 0.0583 | 0.1606 | |
| Faith-Shap^2Radius=322022.10 | 0.074 | 0.0588 | 0.0859 | |
| Shapley Taylor Index^2Radius=322022.10 | 0.0741 | 0.0575 | 0.1294 | |
| Shapley Taylor Index^2Radius=∞2022.10 | 0.0743 | 0.0577 | 0.1294 | |
| Faith-Shap^2Radius=∞2022.10 | 0.0744 | 0.059 | 0.0859 | |
| LIMERadius=82022.10 | 0.084 | 0.064 | 0.1903 | |
| SHAPRadius=12022.10 | 0.0849 | 0.065 | 0.2266 | |
| LIMERadius=162022.10 | 0.0885 | 0.0664 | 0.2017 | |
| LIMERadius=322022.10 | 0.0892 | 0.0667 | 0.2033 | |
| LIMERadius=∞2022.10 | 0.0892 | 0.0667 | 0.2033 | |
| SHAPRadius=22022.10 | 0.1123 | 0.0903 | 0.3589 | |
| Integrated HessiansRadius=12022.10 | 0.1178 | 0.0635 | 0.1929 | |
| Integrated GradientsRadius=12022.10 | 0.1228 | 0.081 | 0.2702 | |
| SHAPRadius=42022.10 | 0.1406 | 0.1162 | 0.4891 | |
| Integrated HessiansRadius=22022.10 | 0.1567 | 0.0997 | 0.3125 | |
| Integrated GradientsRadius=22022.10 | 0.1576 | 0.1169 | 0.4102 | |
| SHAPRadius=82022.10 | 0.1598 | 0.1341 | 0.561 | |
| SHAPRadius=162022.10 | 0.1662 | 0.1402 | 0.5817 | |
| SHAPRadius=322022.10 | 0.1671 | 0.1411 | 0.5842 | |
| SHAPRadius=∞2022.10 | 0.1671 | 0.1411 | 0.5843 | |
| Integrated GradientsRadius=42022.10 | 0.1882 | 0.1494 | 0.5333 | |
| Integrated HessiansRadius=42022.10 | 0.1969 | 0.1415 | 0.4501 | |
| Integrated GradientsRadius=82022.10 | 0.2031 | 0.1657 | 0.5885 | |
| Integrated GradientsRadius=162022.10 | 0.2067 | 0.1697 | 0.6004 | |
| Integrated GradientsRadius=322022.10 | 0.2071 | 0.1702 | 0.6014 | |
| Integrated GradientsRadius=∞2022.10 | 0.2071 | 0.1702 | 0.6015 | |
| Integrated HessiansRadius=82022.10 | 0.2227 | 0.1702 | 0.5423 | |
| Integrated HessiansRadius=162022.10 | 0.2308 | 0.1795 | 0.5702 | |
| Integrated HessiansRadius=322022.10 | 0.2319 | 0.1807 | 0.5739 | |
| Integrated HessiansRadius=∞2022.10 | 0.2319 | 0.1807 | 0.5738 |