Fold 3 - Understanding why coefficient 25044 was selected
Tag: FLORAL DRESSES
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 25044 | 5.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -25044 | 9.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No |
These are the training products that have the "FLORAL DRESSES" tag (processing sequence 1416). 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 |
|---|---|---|---|---|---|---|---|
| 7853 | Summer Florals Midi Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 881 | Devi- Pink | 25044 | Apparel & Accessories > Clothing > Dresses | CUTE DRESSES, ELEGANT DRESSES | 0 | none | |
| 961 | Hazy Maisy Maxi | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | MAXI DRESSES | |
| 1044 | Porter | 25044 | Apparel & Accessories > Clothing > Dresses | CUTE DRESSES, ELEGANT DRESSES | 0 | none | |
| 861 | Corrine Multi | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | FLORAL PATTERNS | |
| 1034 | One I Love Dress | 0 | CUTE DRESSES | -25044 | FREE PEOPLEWE THE FREE, MAXI DRESSES | ||
| 904 | Draco | 0 | CUTE DRESSES | -25044 | none | ||
| 907 | Dua | 0 | BEST DRESS, CUTE DRESSES, ELEGANT DRESSES | -25044 | none | ||
| 924 | Fleur | 0 | BEST DRESS, CUTE DRESSES, ELEGANT DRESSES | -25044 | MAXI DRESSES, PRIMAVERA | ||
| 1085 | Zadie -Spring Ink | -25044 | BEST DRESS, CUTE DRESSES | -50088 | FLORAL PATTERNS |