Fold 4 - Understanding why coefficient -10971758 was selected
Tag: FLATTERING
Selected Coefficient: -10971758
Taxonomy Path: -1.1.20.22
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? |
|---|---|---|---|---|---|
| -10971758 | 1.000000 | -1.1.20.22 | -22.20.1.1 (-(22*79^3 + 20*79^2 + 79 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "FLATTERING" tag (processing sequence 1128). 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 |
|---|---|---|---|---|---|---|---|
| 995 | Laila | 0 | ONE SIZE | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | SWIMSUITS, EUROPEAN BRANDS | |
| 828 | Augusta Crinkle | -10971758 | ONE SIZE, SWIMSUIT | 0 | none |