Fold 2 - Understanding why coefficient -25044 was selected
Tag: PLUS
Selected Coefficient: -25044
Taxonomy Path: -1.1.4
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? |
|---|---|---|---|---|---|
| -25044 | 1.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "PLUS" tag (processing sequence 3332). 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 |
|---|---|---|---|---|---|---|---|
| 19711 | Restorative Tonic | 0 | ADRENAL | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 1460 | Aniela Dress in Blush | -25044 | WAREHOUSE SALE, DRESSES | 0 | none |