Fold 4 - Understanding why coefficient 25044 was selected
Tag: FLORAL PRINT
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 25044 | 2.000160 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 574252 | 2.000160 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 118739 | 3.000000 | 2.2.19 | 19.2.2 (19*79^2 + 2*79 + 2) | No |
These are the training products that have the "FLORAL PRINT" tag (processing sequence 3218). 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 |
|---|---|---|---|---|---|---|---|
| 840 | Bridgette - Blue | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | HUMANS OF RIXO, RIXO CLOTHING | 549208 | none | |
| 1028 | Nori | 118739 | CAMI NYC | 93695 | Apparel & Accessories > Clothing > Skirts | none | |
| 861 | Corrine Multi | 25044 | Apparel & Accessories > Clothing > Dresses | HUMANS OF RIXO, RIXO CLOTHING | 0 | none | |
| 1085 | Zadie -Spring Ink | 0 | CUTE DRESSES | -25044 | none |