Fold 2 - Understanding why coefficient 116170 was selected
Tag: METAL WALL ART
Selected Coefficient: 116170
Taxonomy Path: 14.3.23
Taxonomy Name: Home & Garden > Decor > Decorative Plaques
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 116170 | 1.028367 | 14.3.23 | 23.3.14 (23*71^2 + 3*71 + 14) | Home & Garden > Decor > Decorative Plaques | Yes |
| 76971256 | 1.028566 | 14.3.4.2.3 | 3.2.4.3.14 (3*71^4 + 2*71^3 + 4*71^2 + 3*71 + 14) | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artwork | No |
| 1795462 | 1.042254 | 14.12.1.5 | 5.1.12.14 (5*71^3 + 5041 + 12*71 + 14) | Home & Garden > Lawn & Garden > Gardening > Gardening Accessories | No |
| 162 | 5.000000 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "METAL WALL ART" tag (processing sequence 60). 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 | 76971256 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artwork | none | 76855086 | none | |
| 4677 | Animal Silhouette Stake Bunny Rabbit Garden Stake Yard Art Lawn Patio Decor | 1795462 | Home & Garden > Lawn & Garden > Gardening > Gardening Accessories | none | 1679292 | none | |
| 4772 | The Lakeside Collection Animal Silhouette Stake – Garden Décor - Butterfly | 1795462 | Home & Garden > Lawn & Garden > Gardening > Gardening Accessories | none | 1679292 | none | |
| 4745 | Horse Head Metal Wall Decor, Animal Decors, Metal Wall Art,Home And Office Decor | 116170 | Home & Garden > Decor > Decorative Plaques | none | 0 | none | |
| 4771 | Pisces Horoscope Symbol - Home Decor Decorative Accent Metal Art Wall Sign | 116170 | Home & Garden > Decor > Decorative Plaques | none | 0 | none | |
| 4769 | Metal Wall Art - Peace Cross - Metal Wall Art - Black | 162 | Religious & Ceremonial > Religious Items | none | -116008 | none |