Fold 0 - Understanding why coefficient -510801136 was selected
Tag: POTTERY
Selected Coefficient: -510801136
Taxonomy Path: -13.3.2.9.13
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -510801136 | 4.000000 | -13.3.2.9.13 | -13.9.2.3.13 (-(13*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13)) | Yes | |
| -13121 | 4.000000 | -7.8.2 | -2.8.7 (-(2*79^2 + 8*79 + 7)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 6402 | 4.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| 4025525 | 4.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "POTTERY" tag (processing sequence 3715). 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 |
|---|---|---|---|---|---|---|---|
| 18689 | Ceramic Dish- Butterfly | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | PARTY, BUTTERFLY | 514826661 | none | |
| 18659 | Crown Wall Art- Shiny Clear | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 510807538 | none | |
| 18677 | Ceramic Dish- Camellia | 0 | PARTY | 510801136 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | PURSE | |
| 18648 | Wall Flower Child | -13121 | OUTDOOR | 510788015 | none | ||
| 18649 | Cartoon Kitty Cat Wall Art | -510801136 | FRENCH, MASK | 0 | none |