Fold 1 - Understanding why coefficient 56039 was selected
Tag: LIVE
Selected Coefficient: 56039
Taxonomy Path: 14.11.8
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? |
|---|---|---|---|---|---|
| 56039 | 2.000002 | 14.11.8 | 8.11.14 (8*83^2 + 11*83 + 14) | Yes | |
| 42940064 | 2.000002 | 14.11.8.75 | 75.8.11.14 (75*83^3 + 8*83^2 + 11*83 + 14) | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Tea Strainers | No |
| -41833 | 3.000000 | -1.6.6 | -6.6.1 (-(6*83^2 + 6*83 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "LIVE" tag (processing sequence 6728). 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 |
|---|---|---|---|---|---|---|---|
| 23210 | Tea Infuser | Hot Dog | 42940064 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Tea Strainers | none | 42884025 | none | |
| 23388 | Tea Towel | Ruru | 56039 | none | 0 | none | ||
| 24026 | Ydun Icon - Caramel | 0 | YDUN | -56039 | none | ||
| 10840 | Arabella Set Baby Pink | -41833 | SWEATPANTS, FULL PRICE | -97872 | none |