Fold 3 - Understanding why coefficient -1479295 was selected
Tag: SALOOS
Selected Coefficient: -1479295
Taxonomy Path: -20.2.0.3
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? |
|---|---|---|---|---|---|
| -1479295 | 3.000000 | -20.2.0.3 | -3.0.2.20 (-(3*79^3 + 2*79 + 20)) | Yes | |
| 3426229 | 3.000000 | 78.77.74.6 | 6.74.77.78 (6*79^3 + 74*79^2 + 77*79 + 78) | No | |
| 12413251 | 3.000000 | 60.77.13.25 | 25.13.77.60 (25*79^3 + 13*79^2 + 77*79 + 60) | No | |
| 117224445 | 3.000000 | 58.75.59.0.3 | 3.0.59.75.58 (3*79^4 + 59*79^2 + 75*79 + 58) | No |
These are the training products that have the "SALOOS" tag (processing sequence 3285). 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 |
|---|---|---|---|---|---|---|---|
| 2382 | Saloos Leopard Print Co-ord | 117224445 | SKIRT, AUTUMN, FITS SIZE 16, FITS SIZE 18, SALE | 118703740 | none | ||
| 2395 | Saloos Paint Stroke Tunic | 12413251 | AUTUMN, FITS SIZE 16, FITS SIZE 18, KNITWEAR, SALE | 13892546 | none | ||
| 2377 | Saloos Floral Top & Skirt Co-Ord Set | 3426229 | SKIRT, DRESSES, FITS SIZE 16, FITS SIZE 18 | 4905524 | none | ||
| 2396 | Saloos Sweatshirt & Joggers | -1479295 | SWEATSHIRT, AUTUMN, FITS SIZE 16, FITS SIZE 18, KNITWEAR, SALE, TROUSERS | 0 | none |