Fold 2 - Understanding why coefficient 25044 was selected
Tag: OFF WHITE
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 |
| 4025525 | 2.000160 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 0 | 2.012658 | 0 | 0 (0) | No | |
| 547910504 | 2.012658 | 0.8.23.5.14 | 14.5.23.8.0 (14*79^4 + 5*79^3 + 23*79^2 + 8*79) | No |
These are the training products that have the "OFF WHITE" tag (processing sequence 4382). 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 |
|---|---|---|---|---|---|---|---|
| 18655 | Large Bowl | 547910504 | CENTERPIECE | 547885460 | none | ||
| 869 | Daosa T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 4000481 | TOPS | |
| 917 | Evelyn Ivory | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 9407 | CRU SIGNATURE: OFF WHITE TRAINERS | 0 | SNEAKERS | -25044 | none |