Fold 1 - Understanding why coefficient 131209 was selected
Tag: SILK
Selected Coefficient: 131209
Taxonomy Path: 1.2.26
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Scarves & Shawls
Products with this tag: 4
Unique residual values tried: 3
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 | 2.000000 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | Yes |
| -4229328 | 3.000000 | -0.70.57.11 | -11.57.70.0 (-(11*71^3 + 57*71^2 + 70*71)) | No | |
| 40472 | 3.000000 | 2.2.8 | 8.2.2 (8*71^2 + 2*71 + 2) | No |
These are the training products that have the "SILK" tag (processing sequence 1221). 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 |
|---|---|---|---|---|---|---|---|
| 1682 | Nadia Scarf - 59% Silk / 41% Cotton Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 1683 | Nadia Scarf - 59% Silk / 41% Cotton Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 899 | Doris | 40472 | CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES, LIGHT WIEHT DRESSES | -90737 | none | ||
| 1681 | Nadia Scarf - 59% Silk / 41% Cotton Knit | -4229328 | WHITE | -4360537 | none |