Fold 4 - Understanding why coefficient 4663937 was selected
Tag: NUGGETS WOMEN'S
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 4663937 | 0.000147 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 8094659 | 0.000150 | 1.1.13.14 | 14.13.1.1 (14*83^3 + 13*83^2 + 83 + 1) | No | |
| 95495402 | 0.000581 | 1.1.1.1.2 | 2.1.1.1.1 (2*83^4 + 571787 + 6889 + 83 + 1) | No |
These are the training products that have the "NUGGETS WOMEN'S" tag (processing sequence 4026). 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 |
|---|---|---|---|---|---|---|---|
| 1217 | Nuggets Ladies Leggings w/pockets | 95495402 | none | 90831465 | none | ||
| 1230 | Nuggets Women's Fleece Jumpshot Crew | 8094659 | none | 3430722 | none | ||
| 1142 | 2023 S/S Somos Los Nuggets Tee | 4663937 | none | 0 | none | ||
| 1218 | Nuggets Ladies S/S Crop Top - Navy | 4663937 | none | 0 | none | ||
| 1243 | Nuggets Women's V-Neck Tee | 4663937 | none | 0 | none |