Fold 2 - Understanding why coefficient 396 was selected
Tag: MATTE
Selected Coefficient: 396
Taxonomy Path: 1.5
Taxonomy Name: Apparel & Accessories > Handbags, Wallets & Cases
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 396 | 1.000000 | 1.5 | 5.1 (5*79 + 1) | Apparel & Accessories > Handbags, Wallets & Cases | Yes |
| 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 | No |
These are the training products that have the "MATTE" tag (processing sequence 2165). 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 | 78911059 | CANVAS | |
| 18482 | MagSafe Tough Cases | 396 | Apparel & Accessories > Handbags, Wallets & Cases | none | 0 | none | |
| 18483 | "Can You See Me Now" Tough Phone Cases | 396 | Apparel & Accessories > Handbags, Wallets & Cases | none | 0 | none | |
| 18496 | HogLights Tough Phone Cases | 396 | Apparel & Accessories > Handbags, Wallets & Cases | none | 0 | none |