Fold 2 - Understanding why coefficient -5928950 was selected
Tag: SALOOS
Selected Coefficient: -5928950
Taxonomy Path: -0.0.2.12
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? |
|---|---|---|---|---|---|
| -5928950 | 2.000160 | -0.0.2.12 | -12.2.0.0 (-(12*79^3 + 2*79^2)) | Yes | |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| -11926631 | 3.000000 | -1.1.15.24 | -24.15.1.1 (-(24*79^3 + 15*79^2 + 79 + 1)) | No | |
| 518083 | 3.000000 | 1.1.4.1 | 1.4.1.1 (493039 + 4*79^2 + 79 + 1) | No |
These are the training products that have the "SALOOS" tag (processing sequence 3243). 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 | 518083 | FITS SIZE 16, FITS SIZE 18 | 6447033 | Apparel & Accessories > Clothing > Lingerie > Women's Underwear Slips | none | |
| 2395 | Saloos Paint Stroke Tunic | 0 | AUTUMN, FITS SIZE 16, FITS SIZE 18, KNITWEAR | 5928950 | none | ||
| 2382 | Saloos Leopard Print Co-ord | -5928950 | AUTUMN, FITS SIZE 16, FITS SIZE 18 | 0 | none | ||
| 2396 | Saloos Sweatshirt & Joggers | -11926631 | SWEATSHIRT, AUTUMN, FITS SIZE 16, FITS SIZE 18, KNITWEAR | -5997681 | none |