Fold 0 - Understanding why coefficient -1860201 was selected
Tag: MAXI DRESSES
Selected Coefficient: -1860201
Taxonomy Path: -1.1.14.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -1860201 | 1.000198 | -1.1.14.5 | -5.14.1.1 (-(5*71^3 + 14*71^2 + 71 + 1)) | Yes | |
| -3286804 | 1.000397 | -1.1.13.9 | -9.13.1.1 (-(9*71^3 + 13*71^2 + 71 + 1)) | No | |
| 1067827 | 3.000000 | 58.58.69.2 | 2.69.58.58 (2*71^3 + 69*71^2 + 58*71 + 58) | No |
These are the training products that have the "MAXI DRESSES" tag (processing sequence 1640). 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 |
|---|---|---|---|---|---|---|---|
| 994 | Kristen -Navy | 1067827 | NAVY, BEST DRESS, BOHEMIAN STYLE, FLOWY DRESSES | 2928028 | none | ||
| 1002 | Lysette Maxi | -1860201 | CHOCOLATE, FREE PEOPLEWE THE FREE | 0 | none | ||
| 1034 | One I Love Dress | -1860201 | COLORFUL DRESSES, FLORAL DRESSES, FLOWY DRESSES, FREE PEOPLEWE THE FREE | 0 | none | ||
| 899 | Doris | -3286804 | CAMI NYC, COLORFUL DRESSES, FLORAL DRESSES, FLOWY DRESSES | -1426603 | SILK |