Fold 0 - Understanding why coefficient 6889 was selected
Tag: BOY OTHER
Selected Coefficient: 6889
Taxonomy Path: 0.0.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 6889 | 3.000000 | 0.0.1 | 1.0.0 (6889) | Yes | |
| 96708 | 3.000000 | 13.3.14 | 14.3.13 (14*83^2 + 3*83 + 13) | No | |
| 2342849 | 3.000000 | 8.7.8.4 | 4.8.7.8 (4*83^3 + 8*83^2 + 7*83 + 8) | No | |
| 2866834 | 3.000000 | 14.12.1.5 | 5.1.12.14 (5*83^3 + 6889 + 12*83 + 14) | No |
These are the training products that have the "BOY OTHER" tag (processing sequence 6658). 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 |
|---|---|---|---|---|---|---|---|
| 18051 | Bee House | 2866834 | none | 2859945 | none | ||
| 18058 | Stormtrooper Silicone Airpods Case | 2342849 | none | 2335960 | GENDER_UNISEX | ||
| 18145 | Shower Caddy for Boys | 96708 | none | 89819 | none | ||
| 17880 | Gentlemen's Toiletry Bag | 6889 | BAGS AND TOTES | 0 | none |