Fold 1 - Understanding why coefficient 137461 was selected
Tag: SALE AW23
Selected Coefficient: 137461
Taxonomy Path: 1.2.22
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Neck Gaiters
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 137461 | 0.000320 | 1.2.22 | 22.2.1 (22*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Neck Gaiters | Yes |
| 1092334 | 0.000320 | 1.2.17.2 | 2.17.2.1 (2*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | No |
These are the training products that have the "SALE AW23" tag (processing sequence 3193). 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 |
|---|---|---|---|---|---|---|---|
| 11129 | Kids Beanie AW22 | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 954873 | 260GSM | |
| 11132 | Beanie AW22 | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 954873 | 260GSM | |
| 11128 | Kids Neckwarmer AW22 | 137461 | Apparel & Accessories > Clothing Accessories > Neck Gaiters | none | 0 | 260GSM | |
| 11154 | Kids Neckwarmer AW21 | 137461 | Apparel & Accessories > Clothing Accessories > Neck Gaiters | none | 0 | 260GSM |