Fold 0 - Understanding why coefficient 416 was selected
Tag: MATTE
Selected Coefficient: 416
Taxonomy Path: 1.5
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 416 | 1.000000 | 1.5 | 5.1 (5*83 + 1) | Yes | |
| 96088035 | 1.000000 | 14.3.4.2.2 | 2.2.4.3.14 (2*83^4 + 2*83^3 + 4*83^2 + 3*83 + 14) | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | No |
These are the training products that have the "MATTE" tag (processing sequence 5036). 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" | 96088035 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | none | 96087619 | none | |
| 18496 | HogLights Tough Phone Cases | 416 | none | 0 | none |