Fold 0 - Understanding why coefficient -4000481 was selected
Tag: FLORAL PATTERS
Selected Coefficient: -4000481
Taxonomy Path: -0.0.9.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -4000481 | 3.000160 | -0.0.9.8 | -8.9.0.0 (-(8*79^3 + 9*79^2)) | Yes | |
| 0 | 3.000160 | 0 | 0 (0) | No | |
| 118739 | 3.000160 | 2.2.19 | 19.2.2 (19*79^2 + 2*79 + 2) | No | |
| 599296 | 3.000160 | 2.2.17.1 | 1.17.2.2 (493039 + 17*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Breakaway & Safety Collars | No |
| 574252 | 4.000000 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
These are the training products that have the "FLORAL PATTERS" tag (processing sequence 3656). 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 |
|---|---|---|---|---|---|---|---|
| 925 | Flor | 599296 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Breakaway & Safety Collars | CAMI NYC | 4599777 | TOPS | |
| 840 | Bridgette - Blue | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 4574733 | none | |
| 1028 | Nori | 118739 | CAMI NYC | 4119220 | none | ||
| 1085 | Zadie -Spring Ink | 0 | CUTE DRESSES | 4000481 | none | ||
| 861 | Corrine Multi | -4000481 | V-NECK | 0 | none |