Fold 0 - Understanding why coefficient -131418942 was selected
Tag: BABY PINK
Selected Coefficient: -131418942
Taxonomy Path: -1.1.13.12.5
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -131418942 | 3.000000 | -1.1.13.12.5 | -5.12.13.1.1 (-(5*71^4 + 12*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| 131209 | 3.000000 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| 76970674 | 3.000000 | 0.66.3.2.3 | 3.2.3.66.0 (3*71^4 + 2*71^3 + 3*71^2 + 66*71) | No | |
| 77032005 | 3.000000 | 58.6.16.2.3 | 3.2.16.6.58 (3*71^4 + 2*71^3 + 16*71^2 + 6*71 + 58) | No |
These are the training products that have the "BABY PINK" tag (processing sequence 694). 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 | 77032005 | SILVER | 208450947 | none | ||
| 1667 | Maia Cape - 100% Cotton Knit | 76970674 | GOLD | 208389616 | none | ||
| 1697 | Sara Scarf - 100% Cotton Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 131550151 | SS SCARF STOLE | |
| 1535 | Firenze Cape - 10% Cashmere / 40% Merino Blend Knit | -131418942 | MERINO, BLEND, IVORY | 0 | none |