Fold 1 - Understanding why coefficient 78911455 was selected
Tag: CANVAS
Selected Coefficient: 78911455
Taxonomy Path: 14.3.4.2.2
Taxonomy Name: Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 78911455 | 3.000000 | 14.3.4.2.2 | 2.2.4.3.14 (2*79^4 + 2*79^3 + 4*79^2 + 3*79 + 14) | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | Yes |
| -149874 | 4.000000 | -11.1.24 | -24.1.11 (-(24*79^2 + 79 + 11)) | No | |
| 6402 | 4.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| 78911059 | 4.000000 | 13.77.3.2.2 | 2.2.3.77.13 (2*79^4 + 2*79^3 + 3*79^2 + 77*79 + 13) | No |
These are the training products that have the "CANVAS" tag (processing sequence 2588). 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 |
|---|---|---|---|---|---|---|---|
| 8152 | Winter (3 Pets) - Custom Pet Canvas | 78911455 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | none | 0 | none | |
| 14068 | Cocoa Nut Palm | 78911455 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | none | 0 | BLACK AND WHITE DECOR | |
| 5845 | Mech Love Not War, Garden Guardian - Matte Canvas, Stretched, 0.75" | 78911059 | MATTE | -396 | none | ||
| 7872 | Suspended | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -78905053 | none | |
| 7871 | Roebling Suspension Bridge, Early Morning | -149874 | HORIZONTAL | -79061329 | none |