Fold 1 - Understanding why coefficient -3523659 was selected
Tag: SATIN
Selected Coefficient: -3523659
Taxonomy Path: -0.0.60.9
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -3523659 | 2.000198 | -0.0.60.9 | -9.60.0.0 (-(9*71^3 + 60*71^2)) | Yes | |
| 0 | 2.000198 | 0 | 0 (0) | No | |
| 45781 | 3.000000 | 57.5.9 | 9.5.57 (9*71^2 + 5*71 + 57) | No | |
| 4683161 | 3.000000 | 1.1.6.13 | 13.6.1.1 (13*71^3 + 6*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Lingerie > Women's Underwear Slips | No |
These are the training products that have the "SATIN" tag (processing sequence 128). 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 |
|---|---|---|---|---|---|---|---|
| 1923 | Nuisette simple brodé gris | 4683161 | Apparel & Accessories > Clothing > Lingerie > Women's Underwear Slips | none | 8206820 | none | |
| 393 | Stack ring ~ Flat Satin Silver | 45781 | GOLD | 3569440 | none | ||
| 1767 | Nuisette en soie 1 pièce bleu | 0 | DENTELLE | 3523659 | none | ||
| 1909 | Nuisette longue rouge | -3523659 | DENTELLE | 0 | none |