Fold 0 - Understanding why coefficient -25044 was selected
Tag: RIXO DRESSES
Selected Coefficient: -25044
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -25044 | 5.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | Yes | |
| 3944312 | 5.000002 | 0.0.0.8 | 8.0.0.0 (8*79^3) | No | |
| 0 | 5.000004 | 0 | 0 (0) | No | |
| -7484000 | 7.000000 | -14.13.14.15 | -15.14.13.14 (-(15*79^3 + 14*79^2 + 13*79 + 14)) | No | |
| -50088 | 7.000000 | -2.2.8 | -8.2.2 (-(8*79^2 + 2*79 + 2)) | No |
These are the training products that have the "RIXO DRESSES" tag (processing sequence 2473). 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 |
|---|---|---|---|---|---|---|---|
| 861 | Corrine Multi | 3944312 | FLORAL PATTERNS, HUMANS OF RIXO | 3969356 | none | ||
| 1085 | Zadie -Spring Ink | 3944312 | BEST DRESS, COLORFUL DRESSES, EXPENSIVE DRESSES, FEMININE DRESS, FLORAL PATTERNS | 3969356 | none | ||
| 881 | Devi- Pink | 0 | COLORFUL DRESSES, EXPENSIVE DRESSES, FEMININE DRESS, HUMANS OF RIXO | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 929 | Freya | -25044 | EXPENSIVE DRESSES, HUMANS OF RIXO | 0 | none | ||
| 937 | Giuliana -Navy | -25044 | BEST DRESS, EXPENSIVE DRESSES | 0 | none | ||
| 1051 | Rosheen -Red | -25044 | BEST DRESS, COLORFUL DRESSES, EXPENSIVE DRESSES, FEMININE DRESS, HUMANS OF RIXO | 0 | none | ||
| 932 | Gem -Pink Check | -50088 | COLORFUL DRESSES, EXPENSIVE DRESSES, HUMANS OF RIXO | -25044 | none | ||
| 994 | Kristen -Navy | -7484000 | NAVY, BEST DRESS, BOHEMIAN STYLE, FEMININE DRESS, MAXI DRESSES | -7458956 | none |