Fold 3 - Understanding why coefficient 162425 was selected
Tag: CHRISTMAS GIFT
Selected Coefficient: 162425
Taxonomy Path: 1.2.26
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Scarves & Shawls
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 162425 | 1.000000 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | Yes |
| -78436888 | 3.000000 | -0.0.7.1.2 | -2.1.7.0.0 (-(2*79^4 + 493039 + 7*79^2)) | No |
These are the training products that have the "CHRISTMAS GIFT" tag (processing sequence 983). 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 | ... | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | CHRISTMAS PRESSIE | |
| 199 | Ruffle Scarf - Navy | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 213 | Ruffle Scarf - Wine | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 2747 | Peter Rabbit Push Along Toy | -78436888 | 12 MONTHS | -78599313 | PETER RABBIT |