Fold 2 - Understanding why coefficient -493039 was selected
Tag: SALOOS
Selected Coefficient: -493039
Taxonomy Path: -0.0.0.1
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -493039 | 2.000160 | -0.0.0.1 | -1.0.0.0 (-(493039)) | Yes | |
| 25044 | 2.000160 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 43687 | 2.000160 | 0.0.7 | 7.0.0 (7*79^2) | No | |
| 68731 | 2.000160 | 1.1.11 | 11.1.1 (11*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outfit Sets | No |
These are the training products that have the "SALOOS" tag (processing sequence 3232). 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 |
|---|---|---|---|---|---|---|---|
| 2382 | Saloos Leopard Print Co-ord | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 561770 | SKIRT, TOPS | |
| 2377 | Saloos Floral Top & Skirt Co-Ord Set | 43687 | DRESSES | 536726 | SKIRT, TOPS | ||
| 2394 | Saloos Multi Animal Print Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 518083 | TOPS | |
| 2395 | Saloos Paint Stroke Tunic | -493039 | KNITWEAR | 0 | TOPS |