Fold 1 - Understanding why coefficient 423516 was selected
Tag: FLORAL PATTERS
Selected Coefficient: 423516
Taxonomy Path: 1.1.13.1
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Blouses
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? |
|---|---|---|---|---|---|
| 423516 | 3.000198 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | Yes |
| 2197876 | 3.000198 | 0.0.10.6 | 6.10.0.0 (6*71^3 + 10*71^2) | No | |
| 2545705 | 3.000198 | 0.0.8.7 | 7.8.0.0 (7*71^3 + 8*71^2) | No | |
| 2565941 | 3.000198 | 1.1.12.7 | 7.12.1.1 (7*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | No |
| 2505233 | 4.000000 | 69.68.70.6 | 6.70.68.69 (6*71^3 + 70*71^2 + 68*71 + 69) | No |
These are the training products that have the "FLORAL PATTERS" tag (processing sequence 758). 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 |
|---|---|---|---|---|---|---|---|
| 861 | Corrine Multi | 2565941 | Apparel & Accessories > Clothing > Pants > Joggers | FLORAL PATTERNS | 2142425 | FLORAL PRINT, HUMANS OF RIXO, RIXO DRESSES | |
| 925 | Flor | 2545705 | CAMI NYC, FLORAL PATTERNS | 2122189 | FLORAL PRINT | ||
| 1085 | Zadie -Spring Ink | 2505233 | BEST DRESS, COLORFUL DRESSES, FEMININE DRESS, FLORAL PATTERNS | 2081717 | FLORAL PRINT, LIGHT WIEHT DRESSES, RIXO DRESSES | ||
| 1028 | Nori | 2197876 | CAMI NYC, FLORAL PATTERNS | 1774360 | FLORAL PRINT | ||
| 1008 | Marika | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none |