Fold 3 - Understanding why coefficient -13026250 was selected
Tag: SALOOS
Selected Coefficient: -13026250
Taxonomy Path: -22.4.28.36
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? |
|---|---|---|---|---|---|
| -13026250 | 4.000000 | -22.4.28.36 | -36.28.4.22 (-(36*71^3 + 28*71^2 + 4*71 + 22)) | Yes | |
| -4784143 | 4.000000 | -21.3.26.13 | -13.26.3.21 (-(13*71^3 + 26*71^2 + 3*71 + 21)) | No | |
| -796550 | 4.000000 | -1.1.16.2 | -2.16.1.1 (-(2*71^3 + 16*71^2 + 71 + 1)) | No | |
| -5203 | 4.000000 | -20.2.1 | -1.2.20 (-(5041 + 2*71 + 20)) | No | |
| 15033 | 4.000000 | 52.69.2 | 2.69.52 (2*71^2 + 69*71 + 52) | No |
These are the training products that have the "SALOOS" tag (processing sequence 2515). 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 | 15033 | SALE | 13041283 | none | ||
| 2395 | Saloos Paint Stroke Tunic | -5203 | AUTUMN, SALE | 13021047 | none | ||
| 2377 | Saloos Floral Top & Skirt Co-Ord Set | -796550 | SKIRT, DRESSES | 12229700 | none | ||
| 2382 | Saloos Leopard Print Co-ord | -4784143 | SKIRT, AUTUMN, SALE | 8242107 | none | ||
| 2396 | Saloos Sweatshirt & Joggers | -13026250 | SWEATSHIRT, TROUSERS, AUTUMN, SALE | 0 | none |