Fold 3 - Understanding why coefficient 131209 was selected
Tag: BABY PINK
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: 4
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 | 2.014085 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | Yes |
| 77001347 | 2.014085 | 1.1.10.2.3 | 3.2.10.1.1 (3*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Capes | No |
| -127058405 | 3.000000 | -0.0.0.0.5 | -5.0.0.0.0 (-(5*71^4)) | No | |
| 77001332 | 3.000000 | 57.0.10.2.3 | 3.2.10.0.57 (3*71^4 + 2*71^3 + 10*71^2 + 57) | No |
These are the training products that have the "BABY PINK" tag (processing sequence 475). 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 |
|---|---|---|---|---|---|---|---|
| 1669 | Maia Cape - 100% Cotton Knit | 77001347 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Capes | none | 76870138 | none | |
| 1667 | Maia Cape - 100% Cotton Knit | 77001332 | GOLD | 76870123 | none | ||
| 1697 | Sara Scarf - 100% Cotton Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | VENTAGLI | |
| 1535 | Firenze Cape - 10% Cashmere / 40% Merino Blend Knit | -127058405 | MERINO, BLEND | -127189614 | none |