Fold 4 - Understanding why coefficient 4 was selected
Tag: BOWS
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 5
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 4 | 1.000000 | 4 | 4 (4) | Baby & Toddler | Yes |
| 4031845 | 4.000000 | 1.2.14.8 | 8.14.2.1 (8*79^3 + 14*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hair Accessories > Headbands | No |
These are the training products that have the "BOWS" tag (processing sequence 1882). 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 |
|---|---|---|---|---|---|---|---|
| 17673 | 50 States Stars :: Big Girl Headband | 4031845 | Apparel & Accessories > Clothing Accessories > Hair Accessories > Headbands | none | 4031841 | none | |
| 17674 | 50 States Stars :: Mini Traveler | 4 | Baby & Toddler | none | 0 | none | |
| 17685 | 50 States Stars :: Traveler | 4 | Baby & Toddler | none | 0 | none | |
| 17686 | Betsy Floral :: Mini Voyager Bow | 4 | Baby & Toddler | none | 0 | none | |
| 17687 | Betsy Floral :: Mini Voyager Pigtail Set | 4 | Baby & Toddler | none | 0 | none |