Fold 0 - Understanding why coefficient 1491599 was selected
Tag: ITALIAN
Selected Coefficient: 1491599
Taxonomy Path: 0.0.2.3
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? |
|---|---|---|---|---|---|
| 1491599 | 2.000160 | 0.0.2.3 | 3.2.0.0 (3*79^3 + 2*79^2) | Yes | |
| 9405187 | 2.000160 | 0.0.6.19 | 19.6.0.0 (19*79^3 + 6*79^2) | No | |
| 3083134 | 3.000000 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | No |
| 20919822 | 3.000000 | 69.78.33.42 | 42.33.78.69 (42*79^3 + 33*79^2 + 78*79 + 69) | No |
These are the training products that have the "ITALIAN" tag (processing sequence 1795). 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 |
|---|---|---|---|---|---|---|---|
| 995 | Laila | 20919822 | COMFY, FLATTERING, FUN | 19428223 | ONE SIZE | ||
| 1059 | Showpony | 9405187 | FASHION | 7913588 | SWIM | ||
| 1066 | Susan Set | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | none |
| 841 | Brigitte Set: Orange | 1491599 | ORANGE | 0 | none |