Fold 1 - Understanding why coefficient -5 was selected
Tag: TRADE
Selected Coefficient: -5
Taxonomy Path: -5
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -5 | 2.000000 | -5 | -5 (-(5)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 14778 | 2.000000 | 4.12.2 | 2.12.4 (2*83^2 + 12*83 + 4) | No |
These are the training products that have the "TRADE" tag (processing sequence 6307). 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 |
|---|---|---|---|---|---|---|---|
| 19417 | Fern Swaddle | 14778 | none | 14783 | WHOLESALE | ||
| 19489 | Eco Mustard Wall Planter | 0 | PLANTER, HOLIDAY FAVORITE | 5 | none | ||
| 19477 | Loop Yellow Hanging Planter | -5 | PLANTER, BUNDLE | 0 | none |