Fold 2 - Understanding why coefficient -2404418 was selected
Tag: LEASHES
Selected Coefficient: -2404418
Taxonomy Path: -74.1.17.4
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? |
|---|---|---|---|---|---|
| -2404418 | 1.000000 | -74.1.17.4 | -4.17.1.74 (-(4*83^3 + 17*83^2 + 83 + 74)) | Yes | |
| 3072662 | 1.000000 | 2.2.31.5 | 5.31.2.2 (5*83^3 + 31*83^2 + 2*83 + 2) | No |
These are the training products that have the "LEASHES" tag (processing sequence 4996). 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 |
|---|---|---|---|---|---|---|---|
| 16999 | ROK Straps Leash Strap, Blue/Black, Medium | 3072662 | none | 5477080 | none | ||
| 19531 | Gift Card | -2404418 | HARNESSES | 0 | none |