Fold 4 - Understanding why coefficient 766304 was selected
Tag: AVALANCHE KID'S
Selected Coefficient: 766304
Taxonomy Path: 1.1.10.2
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 766304 | 0.000397 | 1.1.10.2 | 2.10.1.1 (2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | Yes |
| 280294795 | 0.000397 | 1.1.10.2.11 | 11.2.10.1.1 (11*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | No |
| 2928893 | 0.000400 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 5076359 | 0.000400 | 1.1.13.14 | 14.13.1.1 (14*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
These are the training products that have the "AVALANCHE KID'S" tag (processing sequence 453). 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 |
|---|---|---|---|---|---|---|---|
| 837 | Avalanche Girls F/Z Fleece Fan Gear | 280294795 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | none | 279528491 | none | |
| 1198 | Avalanche Girls Fan Moment Crew | 5076359 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 4310055 | none | |
| 1188 | Avalanche Youth S/S Game Ready Tee | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 2162589 | none | |
| 770 | Avalanche Girls Cropped Chainstitch Hoody | 766304 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | none | 0 | none |