Fold 0 - 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 | |
| -20017 | 3.000000 | -66.68.3 | -3.68.66 (-(3*71^2 + 68*71 + 66)) | No | |
| 20236 | 3.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "BROWN" tag (processing sequence 531). 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 | COTTON, PEARL, RIGHE | ||
| 1704 | Serena Gilet - 90% Cotton / 10% Lurex | 2197933 | GOLD | 0 | COTTON, PEARL, RIGHE | ||
| 1068 | Syd | 20236 | Apparel & Accessories > Clothing > Dresses | none | -2177697 | EASY, ELEGANT DRESSES, FRAILS | |
| 5444 | Cable Concepts Alarm Cable 22 AWG, 4 C. FT4/CSA, 1000 Ft | -20017 | WHITE | -2217950 | none |