Fold 0 - Understanding why coefficient -6875222 was selected
Tag: SALOOS
Selected Coefficient: -6875222
Taxonomy Path: -0.0.2.12
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? |
|---|---|---|---|---|---|
| -6875222 | 2.000000 | -0.0.2.12 | -12.2.0.0 (-(12*83^3 + 2*83^2)) | Yes | |
| -55196 | 2.000000 | -1.1.8 | -8.1.1 (-(8*83^2 + 83 + 1)) | No | |
| 27640 | 2.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No |
These are the training products that have the "SALOOS" tag (processing sequence 3629). 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 |
|---|---|---|---|---|---|---|---|
| 2394 | Saloos Multi Animal Print Dress | 27640 | none | 6902862 | Apparel & Accessories > Clothing > Lingerie > Women's Undershirts | FITS SIZE 18, TOPS | |
| 2377 | Saloos Floral Top & Skirt Co-Ord Set | -55196 | DRESSES, SKIRT | 6820026 | FITS SIZE 18, TOPS | ||
| 2396 | Saloos Sweatshirt & Joggers | -6875222 | KNITWEAR | 0 | SWEATSHIRT, TROUSERS, FITS SIZE 18 |