Fold 3 - Understanding why coefficient 549208 was selected
Tag: ECO-CONSCIOUS
Selected Coefficient: 549208
Taxonomy Path: 0.0.9.1
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 549208 | 1.000000 | 0.0.9.1 | 1.9.0.0 (493039 + 9*79^2) | Yes | |
| 4025525 | 1.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "ECO-CONSCIOUS" tag (processing sequence 1270). 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 |
|---|---|---|---|---|---|---|---|
| 11216 | Skye V-Neck Organic Cotton Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 3476317 | SITE-NAV-BLOUSES-TEES, SITE-NAV-ORGANIC-COTTON, SITE-NAV-TEES, SITE-NAV-TRAVEL | |
| 11212 | Jo Collared V-Neck Shirt | 549208 | 100-150 | 0 | SITE-NAV-BLOUSES-TEES, SITE-NAV-ORGANIC-COTTON, SITE-NAV-TRAVEL |