Fold 2 - Understanding why coefficient 574252 was selected
Tag: FLORAL PATTERS
Selected Coefficient: 574252
Taxonomy Path: 1.1.13.1
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Blouses
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? |
|---|---|---|---|---|---|
| 574252 | 2.000000 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | Yes |
| -25044 | 3.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "FLORAL PATTERS" tag (processing sequence 3173). 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 | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | FLORAL PRINT, CAMI NYC | 0 | TOPS | |
| 1008 | Marika | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 861 | Corrine Multi | 0 | FLORAL PRINT | -574252 | none | ||
| 1085 | Zadie -Spring Ink | -25044 | CUTE DRESSES, FLORAL PRINT | -599296 | none |