Fold 0 - Understanding why coefficient -504406 was selected
Tag: SALOOS
Selected Coefficient: -504406
Taxonomy Path: -22.4.29.1
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -504406 | 1.000000 | -22.4.29.1 | -1.29.4.22 (-(357911 + 29*71^2 + 4*71 + 22)) | Yes | |
| -408483 | 1.000000 | -20.2.10.1 | -1.10.2.20 (-(357911 + 10*71^2 + 2*71 + 20)) | No |
These are the training products that have the "SALOOS" tag (processing sequence 1193). 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 | -408483 | FITS SIZE 18, PLUS SIZE, SALE | 95923 | none | ||
| 2382 | Saloos Leopard Print Co-ord | -504406 | SKIRT, AUTUMN, FITS SIZE 18, PLUS SIZE, SALE | 0 | none |