Fold 2 - Understanding why coefficient -11236695 was selected
Tag: SALOOS
Selected Coefficient: -11236695
Taxonomy Path: -22.4.28.31
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? |
|---|---|---|---|---|---|
| -11236695 | 2.000000 | -22.4.28.31 | -31.28.4.22 (-(31*71^3 + 28*71^2 + 4*71 + 22)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 1784352 | 2.000000 | 51.68.69.4 | 4.69.68.51 (4*71^3 + 69*71^2 + 68*71 + 51) | No |
These are the training products that have the "SALOOS" tag (processing sequence 2490). 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 | 1784352 | AUTUMN, FITS SIZE 18, SALE | 13021047 | none | ||
| 2382 | Saloos Leopard Print Co-ord | 0 | AUTUMN, FITS SIZE 18, SALE, SKIRT | 11236695 | none | ||
| 2396 | Saloos Sweatshirt & Joggers | -11236695 | SWEATSHIRT, TROUSERS, AUTUMN, FITS SIZE 18, SALE | 0 | none |