Fold 3 - 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: 3
Unique residual values tried: 2
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 | 1.000000 | 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 |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "CANVAS" tag (processing sequence 908). 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 |
|---|---|---|---|---|---|---|---|
| 5845 | Mech Love Not War, Garden Guardian - Matte Canvas, Stretched, 0.75" | 78911455 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | none | 0 | MATTE, WOOD, HOME & LIVING | |
| 8152 | Winter (3 Pets) - Custom Pet Canvas | 78911455 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | none | 0 | CATS | |
| 14068 | Cocoa Nut Palm | 0 | AUSTRALIAN ART | -78911455 | none |