Fold 3 - Understanding why coefficient 68731 was selected
Tag: TOP AND BOTTOM
Selected Coefficient: 68731
Taxonomy Path: 1.1.11
Taxonomy Name: Apparel & Accessories > Clothing > Outfit Sets
Products with this tag: 5
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 68731 | 0.000000 | 1.1.11 | 11.1.1 (11*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outfit Sets | Yes |
These are the training products that have the "TOP AND BOTTOM" tag (processing sequence 787). 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 |
|---|---|---|---|---|---|---|---|
| 5081 | Airbrush 1995 Crop Top And Jogger Set | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | none | |
| 5093 | Airbrush 1997 Green Hearts Crop Top And Jogger Set | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | none | |
| 5176 | Airbrush 1995 Crop Top And Jogger Set | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | none | |
| 9478 | Airbrush Crop Top And Jogger Set | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | none | |
| 9489 | Airbrush Crop Top And Jogger Set With Name | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | none |