Fold 0 - Understanding why coefficient -1566571 was selected
Tag: ECO-CONSCIOUS
Selected Coefficient: -1566571
Taxonomy Path: -1.1.14.3
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? |
|---|---|---|---|---|---|
| -1566571 | 1.000160 | -1.1.14.3 | -3.14.1.1 (-(3*79^3 + 14*79^2 + 79 + 1)) | Yes | |
| -1067291 | 1.000160 | -1.1.13.2 | -2.13.1.1 (-(2*79^3 + 13*79^2 + 79 + 1)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "ECO-CONSCIOUS" tag (processing sequence 4051). 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 |
|---|---|---|---|---|---|---|---|
| 11221 | Kenya High-Waisted Organic Cotton Short | 0 | SITE-NAV-RESORT | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | SHORTS | |
| 11216 | Skye V-Neck Organic Cotton Tee | -1067291 | SITE-NAV-TEES, SITE-NAV-TOPS | 499280 | none | ||
| 11212 | Jo Collared V-Neck Shirt | -1566571 | SITE-NAV-TOPS, SITE-NAV-RESORT | 0 | none |