Fold 2 - Understanding why coefficient 75863 was selected
Tag: SALOOS
Selected Coefficient: 75863
Taxonomy Path: 1.1.11
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 75863 | 1.000145 | 1.1.11 | 11.1.1 (11*83^2 + 83 + 1) | Yes | |
| 6379298 | 1.000290 | 1.1.13.11 | 11.13.1.1 (11*83^3 + 13*83^2 + 83 + 1) | No | |
| 48223 | 3.000000 | 0.0.7 | 7.0.0 (7*83^2) | No |
These are the training products that have the "SALOOS" tag (processing sequence 3081). 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 | 6303435 | FITS SIZE 18, TOPS | ||
| 2382 | Saloos Leopard Print Co-ord | 75863 | none | 0 | SKIRT, FITS SIZE 18, TOPS | ||
| 2396 | Saloos Sweatshirt & Joggers | 75863 | none | 0 | SWEATSHIRT, TROUSERS, FITS SIZE 18 | ||
| 2377 | Saloos Floral Top & Skirt Co-Ord Set | 48223 | DRESSES | -27640 | SKIRT, FITS SIZE 18, TOPS |