Fold 1 - Understanding why coefficient 25044 was selected
Tag: RIXO DRESSES
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 7
Unique residual values tried: 6
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 | 4.000160 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 0 | 4.000162 | 0 | 0 (0) | No | |
| 3944312 | 4.000162 | 0.0.0.8 | 8.0.0.0 (8*79^3) | No | |
| 1535286 | 4.000320 | 0.0.9.3 | 3.9.0.0 (3*79^3 + 9*79^2) | No | |
| 4518564 | 4.000320 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
| 3032245 | 6.000000 | 67.67.11.6 | 6.11.67.67 (6*79^3 + 11*79^2 + 67*79 + 67) | No |
These are the training products that have the "RIXO DRESSES" tag (processing sequence 2475). 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 |
|---|---|---|---|---|---|---|---|
| 1051 | Rosheen -Red | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | BEST DRESS, COLORFUL DRESSES, FEMININE DRESS | 4493520 | none | |
| 861 | Corrine Multi | 3944312 | FLORAL DRESSES, FLORAL PATTERNS | 3919268 | none | ||
| 994 | Kristen -Navy | 3032245 | BEST DRESS, BOHEMIAN STYLE, FEMININE DRESS, FLOWY DRESSES, MAXI DRESSES | 3007201 | none | ||
| 881 | Devi- Pink | 1535286 | COLORFUL DRESSES, FEMININE DRESS, FLORAL DRESSES, FLOWY DRESSES, MINI DRESSES | 1510242 | none | ||
| 932 | Gem -Pink Check | 25044 | Apparel & Accessories > Clothing > Dresses | COLORFUL DRESSES, FLOWY DRESSES | 0 | none | |
| 935 | Georgina | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 929 | Freya | 0 | FLORAL DRESSES | -25044 | none |