Fold 2 - Understanding why coefficient 7994880 was selected
Tag: TOUGH DUCK
Selected Coefficient: 7994880
Taxonomy Path: 1.2.17.16
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hats > Winter Hats
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 7994880 | 2.012658 | 1.2.17.16 | 16.17.2.1 (16*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Winter Hats | Yes |
| 149864 | 2.025316 | 1.1.24 | 24.1.1 (24*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Uniforms & Workwear | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "TOUGH DUCK" tag (processing sequence 3785). 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 |
|---|---|---|---|---|---|---|---|
| 12557 | Tough Duck® Hi-Vis Aviator Hat i15516 | 7994880 | Apparel & Accessories > Clothing Accessories > Hats > Winter Hats | none | 0 | BLANK | |
| 12558 | Tough Duck® Plaid Aviator Hat i15616 | 7994880 | Apparel & Accessories > Clothing Accessories > Hats > Winter Hats | none | 0 | BLANK | |
| 12600 | Tough Duck® Women’s Quilt-Lined Flannel Shirt WS11 | 149864 | Apparel & Accessories > Clothing > Uniforms & Workwear | none | -7845016 | WORKWEAR, BLANK | |
| 12576 | Tough Duck®Acrylic Knit Cap with Reflective Stripe i45816 | 0 | 100% ACRYLIC | -7994880 | BLANK | ||
| 12577 | Tough Duck®Tough Duck Logo Knit Cap i36516 | 0 | 100% ACRYLIC | -7994880 | BLANK |