Fold 0 - Understanding why coefficient 1504332 was selected
Tag: BFS24
Selected Coefficient: 1504332
Taxonomy Path: 14.3.4.3
Taxonomy Name: Home & Garden > Decor > Artwork > Sculptures & Statues
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? |
|---|---|---|---|---|---|
| 1504332 | 1.000000 | 14.3.4.3 | 3.4.3.14 (3*79^3 + 4*79^2 + 3*79 + 14) | Home & Garden > Decor > Artwork > Sculptures & Statues | Yes |
| 199244259 | 1.000000 | 18.4.9.9.5 | 5.9.9.4.18 (5*79^4 + 9*79^3 + 9*79^2 + 4*79 + 18) | Office Supplies > General Office Supplies > Paper Products > Notebooks & Notepads > Notepads | No |
These are the training products that have the "BFS24" tag (processing sequence 2710). 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 |
|---|---|---|---|---|---|---|---|
| 23482 | Keith Haring Heart Rainbow Notepad | 199244259 | Office Supplies > General Office Supplies > Paper Products > Notebooks & Notepads > Notepads | none | 197739927 | SINGLESDAY2022, SALE | |
| 23491 | Keith Haring SoundQube - Blue | 1504332 | Home & Garden > Decor > Artwork > Sculptures & Statues | none | 0 | SALE, HOME GOODS |