Fold 4 - Understanding why coefficient 2197933 was selected
Tag: BROWN
Selected Coefficient: 2197933
Taxonomy Path: 57.0.10.6
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? |
|---|---|---|---|---|---|
| 2197933 | 2.000198 | 57.0.10.6 | 6.10.0.57 (6*71^3 + 10*71^2 + 57) | Yes | |
| 4360522 | 2.000198 | 57.0.13.12 | 12.13.0.57 (12*71^3 + 13*71^2 + 57) | No | |
| -10510629 | 3.000000 | -2.2.26.29 | -29.26.2.2 (-(29*71^3 + 26*71^2 + 2*71 + 2)) | No | |
| 131209 | 3.000000 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
These are the training products that have the "BROWN" tag (processing sequence 73). 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 |
|---|---|---|---|---|---|---|---|
| 1664 | Laura Top - 90% Cotton / 10% Lurex Knit | 4360522 | GOLD | 2162589 | PEARL, RIGHE | ||
| 1704 | Serena Gilet - 90% Cotton / 10% Lurex | 2197933 | GOLD | 0 | PEARL, RIGHE, STRIPE | ||
| 1698 | Sara Scarf - 100% Cotton Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | -2066724 | SS SCARF STOLE | |
| 5684 | Invicta Men's 16010 S1 "Rally" Stainless Steel Watch with Brown Leather Band | -10510629 | STAINLESS STEEL, ROUND, CASUAL, WHITE | -12708562 | MEN, PRE-ORDER |