Fold 2 - Understanding why coefficient 2342849 was selected
Tag: BOY OTHER
Selected Coefficient: 2342849
Taxonomy Path: 8.7.8.4
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 2342849 | 3.000000 | 8.7.8.4 | 4.8.7.8 (4*83^3 + 8*83^2 + 7*83 + 8) | Yes | |
| 27058 | 4.000000 | 0.77.3 | 3.77.0 (3*83^2 + 77*83) | No | |
| 2866834 | 4.000000 | 14.12.1.5 | 5.1.12.14 (5*83^3 + 6889 + 12*83 + 14) | No | |
| 3493162 | 4.000000 | 24.5.9.6 | 6.9.5.24 (6*83^3 + 9*83^2 + 5*83 + 24) | Toys & Games > Toys > Educational Toys > Science & Exploration Sets | No |
These are the training products that have the "BOY OTHER" tag (processing sequence 5601). 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 |
|---|---|---|---|---|---|---|---|
| 18094 | Heebie Jeebies Clip Circuit - Noisy Lab | 3493162 | Toys & Games > Toys > Educational Toys > Science & Exploration Sets | none | 1150313 | none | |
| 18051 | Bee House | 2866834 | none | 523985 | none | ||
| 18052 | Spiderman Silicone Airpods Case | 2342849 | none | 0 | none | ||
| 18058 | Stormtrooper Silicone Airpods Case | 2342849 | none | 0 | none | ||
| 17880 | Gentlemen's Toiletry Bag | 27058 | BAGS AND TOTES | -2315791 | BATH AND BEAUTY |