Fold 3 - Understanding why coefficient 1092334 was selected
Tag: BEANIE
Selected Coefficient: 1092334
Taxonomy Path: 1.2.17.2
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hats > Beanies
Products with this tag: 3
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 | 0.012658 | 1.2.17.2 | 2.17.2.1 (2*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | Yes |
| 3326454 | 0.025316 | 1.0.59.6 | 6.59.0.1 (6*79^3 + 59*79^2 + 1) | No |
These are the training products that have the "BEANIE" tag (processing sequence 126). 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 |
|---|---|---|---|---|---|---|---|
| 10708 | Beanie & Scarf Dog Combo | 3326454 | SCARF | 2234120 | AUTUMN / WINTER, HAT | ||
| 1408 | IAM Worthy Scully | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 0 | HAT | |
| 12567 | Tough Duck® Reversible Safety Beanie SA2831 | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 0 | ACCESSORY |