Fold 3 - Understanding why coefficient 25044 was selected
Tag: LADIES DRESS
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
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? |
|---|---|---|---|---|---|
| 25044 | 2.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| -4000481 | 2.000160 | -0.0.9.8 | -8.9.0.0 (-(8*79^3 + 9*79^2)) | No | |
| 0 | 2.000160 | 0 | 0 (0) | No |
These are the training products that have the "LADIES DRESS" tag (processing sequence 1877). 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 |
|---|---|---|---|---|---|---|---|
| 5585 | Marble- Maxi Curvy Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 5602 | Camo Color Block Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | PLUS DRESS | |
| 9598 | Forward Thinking Print Ivory Dress | 0 | 2023LAUNCH, FLORAL DRESS | -25044 | PLUS DRESS | ||
| 9695 | A Lasting Style Ivory Solid Midi Dress | -4000481 | 2023LAUNCH | -4025525 | PLUS DRESS |