Fold 4 - Understanding why coefficient 131209 was selected
Tag: SS SCARF STOLE
Selected Coefficient: 131209
Taxonomy Path: 1.2.26
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Scarves & Shawls
Products with this tag: 7
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 | 3.000000 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | Yes |
| -4229328 | 5.000000 | -0.70.57.11 | -11.57.70.0 (-(11*71^3 + 57*71^2 + 70*71)) | No | |
| -2066724 | 6.000000 | -56.69.54.5 | -5.54.69.56 (-(5*71^3 + 54*71^2 + 69*71 + 56)) | No |
These are the training products that have the "SS SCARF STOLE" tag (processing sequence 1256). 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 |
|---|---|---|---|---|---|---|---|
| 1699 | Sara Scarf - 100% Cotton Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 1696 | Sara Scarf - 100% Cotton Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 1701 | Sara Scarf - 100% Cotton Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 1702 | Sara Scarf - 100% Cotton Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 1698 | Sara Scarf - 100% Cotton Knit | -2066724 | BROWN | -2197933 | none | ||
| 1703 | Sara Scarf - 100% Cotton Knit | -4229328 | WHITE | -4360537 | none | ||
| 1681 | Nadia Scarf - 59% Silk / 41% Cotton Knit | -4229328 | WHITE | -4360537 | none |