Fold 0 - Understanding why coefficient 20236 was selected
Tag: FLORAL DRESSES
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 9
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 20236 | 5.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -3286804 | 7.000198 | -1.1.13.9 | -9.13.1.1 (-(9*71^3 + 13*71^2 + 71 + 1)) | No | |
| 1053497 | 7.000198 | 70.69.66.2 | 2.66.69.70 (2*71^3 + 66*71^2 + 69*71 + 70) | No |
These are the training products that have the "FLORAL DRESSES" tag (processing sequence 1199). 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 |
|---|---|---|---|---|---|---|---|
| 907 | Dua | 1053497 | BEST DRESS, CAMI NYC, COLORFUL DRESSES | 1033261 | PARTY DRESS | ||
| 7853 | Summer Florals Midi Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 929 | Freya | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1044 | Porter | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 861 | Corrine Multi | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | FLORAL PATTERNS | |
| 1034 | One I Love Dress | 0 | COLORFUL DRESSES | -20236 | FLOWY DRESSES, FREE PEOPLEWE THE FREE, MAXI DRESSES | ||
| 904 | Draco | 0 | COLORFUL DRESSES | -20236 | FLOWY DRESSES | ||
| 881 | Devi- Pink | 0 | COLORFUL DRESSES | -20236 | FLOWY DRESSES | ||
| 899 | Doris | -3286804 | CAMI NYC, COLORFUL DRESSES | -3307040 | FLOWY DRESSES, MAXI DRESSES, SILK |