Fold 2 - Understanding why coefficient -4360395 was selected
Tag: METALLIC
Selected Coefficient: -4360395
Taxonomy Path: -1.70.12.12
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? |
|---|---|---|---|---|---|
| -4360395 | 2.000000 | -1.70.12.12 | -12.12.70.1 (-(12*71^3 + 12*71^2 + 70*71 + 1)) | Yes | |
| 30815 | 2.000000 | 1.8.6 | 6.8.1 (6*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sandals | No |
| 71555 | 2.000000 | 58.13.14 | 14.13.58 (14*71^2 + 13*71 + 58) | No |
These are the training products that have the "METALLIC" tag (processing sequence 65). 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 |
|---|---|---|---|---|---|---|---|
| 9526 | CRU SIGNATURE: SILVER METALLIC TRAINERS | 71555 | SILVER | 4431950 | SNEAKERS, _BADGE_NEW_IN_ | ||
| 9499 | DANCING QUEEN: RAINBOW METALLIC BLOCK HEEL SANDALS | 30815 | Apparel & Accessories > Shoes > Sandals | none | 4391210 | RAINBOW, SS23, _BADGE_NEW_IN_ | |
| 9463 | LENA: RAINBOW MULTI METALLIC SANDALS | -4360395 | GOLD, PINK | 0 | SANDAL, MULTI |