Fold 4 - Understanding why coefficient 68731 was selected
Tag: SALOOS
Selected Coefficient: 68731
Taxonomy Path: 1.1.11
Taxonomy Name: Apparel & Accessories > Clothing > Outfit Sets
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 68731 | 1.000320 | 1.1.11 | 11.1.1 (11*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outfit Sets | Yes |
| 25044 | 1.000481 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 5504642 | 1.000481 | 1.1.13.11 | 11.13.1.1 (11*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tunics | No |
| 43687 | 4.000000 | 0.0.7 | 7.0.0 (7*79^2) | No |
These are the training products that have the "SALOOS" tag (processing sequence 2704). 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 |
|---|---|---|---|---|---|---|---|
| 2395 | Saloos Paint Stroke Tunic | 5504642 | Apparel & Accessories > Clothing > Clothing Tops > Tunics | none | 5435911 | TOPS | |
| 2382 | Saloos Leopard Print Co-ord | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | TOPS | |
| 2396 | Saloos Sweatshirt & Joggers | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | none | |
| 2377 | Saloos Floral Top & Skirt Co-Ord Set | 43687 | DRESSES | -25044 | TOPS | ||
| 2394 | Saloos Multi Animal Print Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | -43687 | TOPS |