Fold 1 - Understanding why coefficient 143794 was selected
Tag: METAL WALL ART
Selected Coefficient: 143794
Taxonomy Path: 14.3.23
Taxonomy Name: Home & Garden > Decor > Decorative Plaques
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 143794 | 1.025637 | 14.3.23 | 23.3.14 (23*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Plaques | Yes |
| 1504332 | 1.025639 | 14.3.4.3 | 3.4.3.14 (3*79^3 + 4*79^2 + 3*79 + 14) | Home & Garden > Decor > Artwork > Sculptures & Statues | No |
| 117861536 | 1.025639 | 14.3.4.2.3 | 3.2.4.3.14 (3*79^4 + 2*79^3 + 4*79^2 + 3*79 + 14) | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artwork | No |
| 2472398 | 1.050633 | 14.12.1.5 | 5.1.12.14 (5*79^3 + 6241 + 12*79 + 14) | Home & Garden > Lawn & Garden > Gardening > Gardening Accessories | No |
| 178 | 6.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "METAL WALL ART" tag (processing sequence 175). 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 |
|---|---|---|---|---|---|---|---|
| 4768 | Lion Metal Wall Art, Metal Wall Decor, Jungle Wall Decor, Animals Wall Art | 117861536 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artwork | none | 117717742 | none | |
| 4677 | Animal Silhouette Stake Bunny Rabbit Garden Stake Yard Art Lawn Patio Decor | 2472398 | Home & Garden > Lawn & Garden > Gardening > Gardening Accessories | none | 2328604 | none | |
| 4772 | The Lakeside Collection Animal Silhouette Stake – Garden Décor - Butterfly | 2472398 | Home & Garden > Lawn & Garden > Gardening > Gardening Accessories | none | 2328604 | none | |
| 4679 | Chocolate Symbol Theobromine Molecule, Metal Wall Decor, Metal Wall Art | 1504332 | Home & Garden > Decor > Artwork > Sculptures & Statues | none | 1360538 | none | |
| 4745 | Horse Head Metal Wall Decor, Animal Decors, Metal Wall Art,Home And Office Decor | 143794 | Home & Garden > Decor > Decorative Plaques | none | 0 | none | |
| 4771 | Pisces Horoscope Symbol - Home Decor Decorative Accent Metal Art Wall Sign | 143794 | Home & Garden > Decor > Decorative Plaques | none | 0 | none | |
| 4769 | Metal Wall Art - Peace Cross - Metal Wall Art - Black | 178 | Religious & Ceremonial > Religious Items | none | -143616 | none |