Fold 1 - Understanding why coefficient 131209 was selected
Tag: CHRISTMAS GIFT
Selected Coefficient: 131209
Taxonomy Path: 1.2.26
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Scarves & Shawls
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 131209 | 0.000000 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | Yes |
These are the training products that have the "CHRISTMAS GIFT" tag (processing sequence 564). 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 |
|---|---|---|---|---|---|---|---|
| 177 | ... | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | CHRISTMAS PRESSIE | |
| 199 | Ruffle Scarf - Navy | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | SCARVESANDSNOODS, SOFT |