Fold 0 - Understanding why coefficient -1785169 was selected
Tag: NURSING
Selected Coefficient: -1785169
Taxonomy Path: -5.11.10.3
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -1785169 | 1.000000 | -5.11.10.3 | -3.10.11.5 (-(3*83^3 + 10*83^2 + 11*83 + 5)) | Yes | |
| 661428 | 1.000000 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "NURSING" tag (processing sequence 5050). 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 |
|---|---|---|---|---|---|---|---|
| 27905 | Twist Top | 661428 | none | 2446597 | none | ||
| 18800 | Bright Silicone Teething Ring | -1785169 | TEETHING, NECKLACE, HOLIDAY SALE | 0 | none |