Fold 0 - Understanding why coefficient -1566571 was selected
Tag: FW
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 | |
| -1560330 | 1.000160 | -1.1.13.3 | -3.13.1.1 (-(3*79^3 + 13*79^2 + 79 + 1)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "FW" tag (processing sequence 4069). 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 |
|---|---|---|---|---|---|---|---|
| 11176 | Charity Ribbed Split Hem Midi Dress | 0 | SITE-NAV-DRESSES | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | |
| 6492 | Syd Pinstripe Tailored Skort | -1560330 | SKIRTS, SITE-NAV-BOTTOMS | 6241 | none | ||
| 11195 | Emi Slip Midi Skirt | -1566571 | SKIRTS, SITE-NAV-BOTTOMS | 0 | none |