Fold 1 - Understanding why coefficient 142 was selected
Tag: METALLIC
Selected Coefficient: 142
Taxonomy Path: 0.2
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 142 | 1.000198 | 0.2 | 2.0 (2*71) | Yes | |
| -14981 | 1.000397 | -0.69.2 | -2.69.0 (-(2*71^2 + 69*71)) | No | |
| 30815 | 3.000000 | 1.8.6 | 6.8.1 (6*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sandals | No |
These are the training products that have the "METALLIC" tag (processing sequence 45). 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 | 30815 | Apparel & Accessories > Shoes > Sandals | none | 30673 | Apparel & Accessories > Jewelry > Earrings | RAINBOW, _BADGE_NEW_IN_ |
| 9463 | LENA: RAINBOW MULTI METALLIC SANDALS | 142 | GOLD | 0 | none | ||
| 9498 | DANCING QUEEN: GOLD METALLIC BLOCK HEEL SANDALS | 142 | GOLD | 0 | _BADGE_NEW_IN_ | ||
| 9526 | CRU SIGNATURE: SILVER METALLIC TRAINERS | -14981 | SILVER | -15123 | SNEAKERS, _BADGE_NEW_IN_ |