Fold 0 - Understanding why coefficient 162425 was selected
Tag: SCARF
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 |
| 3488879 | 3.000000 | 2.2.6.7 | 7.6.2.2 (7*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hats | No |
These are the training products that have the "SCARF" tag (processing sequence 68). 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 |
|---|---|---|---|---|---|---|---|
| 10708 | Beanie & Scarf Dog Combo | 3488879 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hats | none | 3326454 | AUTUMN / WINTER, HAT, BEANIE | |
| 166 | Pom Collar - Moss | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | EOL | |
| 1897 | Women's Unicorn Print Infinity Scarf | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | GREEN, GRAY, CLOTHING | |
| 10655 | Large Silk Print Scarf Lava Party | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | ACCESSORIES, FAIRE, FINAL SALE |