Fold 1 - Understanding why coefficient 27640 was selected
Tag: SALOOS
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 27640 | 2.000290 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 75863 | 2.000290 | 1.1.11 | 11.1.1 (11*83^2 + 83 + 1) | No | |
| 6379298 | 2.000290 | 1.1.13.11 | 11.13.1.1 (11*83^3 + 13*83^2 + 83 + 1) | No | |
| -55196 | 4.000000 | -1.1.8 | -8.1.1 (-(8*83^2 + 83 + 1)) | No | |
| -27556 | 4.000000 | -0.0.4 | -4.0.0 (-(4*83^2)) | No |
These are the training products that have the "SALOOS" tag (processing sequence 3968). 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 |
|---|---|---|---|---|---|---|---|
| 2395 | Saloos Paint Stroke Tunic | 6379298 | none | 6351658 | KNITWEAR, FITS SIZE 18, TOPS | ||
| 2396 | Saloos Sweatshirt & Joggers | 75863 | none | 48223 | KNITWEAR, FITS SIZE 18, TROUSERS | ||
| 2394 | Saloos Multi Animal Print Dress | 27640 | none | 0 | FITS SIZE 18, TOPS | ||
| 2382 | Saloos Leopard Print Co-ord | -27556 | SKIRT | -55196 | FITS SIZE 18, TOPS | ||
| 2377 | Saloos Floral Top & Skirt Co-Ord Set | -55196 | DRESSES, SKIRT | -82836 | FITS SIZE 18, TOPS |