Fold 0 - Understanding why coefficient 1092334 was selected
Tag: 100% ACRYLIC
Selected Coefficient: 1092334
Taxonomy Path: 1.2.17.2
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hats > Beanies
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1092334 | 0.000160 | 1.2.17.2 | 2.17.2.1 (2*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | Yes |
| 137461 | 0.000641 | 1.2.22 | 22.2.1 (22*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Neck Gaiters | No |
These are the training products that have the "100% ACRYLIC" tag (processing sequence 234). 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 |
|---|---|---|---|---|---|---|---|
| 12401 | AJM Acrylic Board Toque, Chunky waffle knit 1A130M | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 0 | AJM, BLANK, HAT, OSFA, BEANIE | |
| 12412 | AJM AJM Acrylic Board Toque, Chunky Cable Knit 9J037M | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 0 | AJM, BLANK, HAT, OSFA, BEANIE | |
| 12576 | Tough Duck®Acrylic Knit Cap with Reflective Stripe i45816 | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 0 | BLANK, TOUGH DUCK | |
| 12577 | Tough Duck®Tough Duck Logo Knit Cap i36516 | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 0 | BLANK, TOUGH DUCK, BEANIE | |
| 12566 | Tough Duck® Acrylic Neck Warmer i25716 | 137461 | Apparel & Accessories > Clothing Accessories > Neck Gaiters | none | -954873 | BLANK, TOUGH DUCK |