Fold 3 - Understanding why coefficient -4037849 was selected
Tag: METALLIC
Selected Coefficient: -4037849
Taxonomy Path: -1.78.14.8
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -4037849 | 2.000000 | -1.78.14.8 | -8.14.78.1 (-(8*79^3 + 14*79^2 + 78*79 + 1)) | Yes | |
| -12324 | 2.000000 | -0.77.1 | -1.77.0 (-(6241 + 77*79)) | No | |
| 38079 | 2.000000 | 1.8.6 | 6.8.1 (6*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sandals | No |
These are the training products that have the "METALLIC" tag (processing sequence 79). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 9499 | DANCING QUEEN: RAINBOW METALLIC BLOCK HEEL SANDALS | 38079 | Apparel & Accessories > Shoes > Sandals | none | 4075928 | SS23, _BADGE_NEW_IN_, RAINBOW | |
| 9498 | DANCING QUEEN: GOLD METALLIC BLOCK HEEL SANDALS | -12324 | GOLD | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | SS23, _BADGE_NEW_IN_ | |
| 9463 | LENA: RAINBOW MULTI METALLIC SANDALS | -4037849 | GOLD, PINK | 0 | SANDAL, MULTI |