Fold 2 - Understanding why coefficient -16076109 was selected
Tag: SHIRT
Selected Coefficient: -16076109
Taxonomy Path: -5.5.65.44
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? |
|---|---|---|---|---|---|
| -16076109 | 1.000000 | -5.5.65.44 | -44.65.5.5 (-(44*71^3 + 65*71^2 + 5*71 + 5)) | Yes | |
| 2570982 | 1.000000 | 1.1.13.7 | 7.13.1.1 (7*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
These are the training products that have the "SHIRT" tag (processing sequence 192). 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 |
|---|---|---|---|---|---|---|---|
| 831 | Beau Shirt: Stripe | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 18647091 | STRIPED | |
| 9145 | 140.6 Standing Tall Shirt | -16076109 | NAVY, BLACK, BLUE, GREEN, MEN, GREY | 0 | none |