Fold 4 - Understanding why coefficient 20236 was selected
Tag: HUMANS OF RIXO
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
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? |
|---|---|---|---|---|---|
| 20236 | 2.000595 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 423516 | 2.000793 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 75687 | 2.000992 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 40472 | 7.000000 | 2.2.8 | 8.2.2 (8*71^2 + 2*71 + 2) | No |
These are the training products that have the "HUMANS OF RIXO" tag (processing sequence 1425). 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 |
|---|---|---|---|---|---|---|---|
| 834 | Bina -Red | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 403280 | none | |
| 840 | Bridgette - Blue | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | FLORAL PATTERNS, FLORAL PATTERS | 403280 | none | |
| 1045 | Preslee -Blue | 75687 | Apparel & Accessories > Clothing > Skirts | none | 55451 | LIGHT BLUE | |
| 929 | Freya | 40472 | ELEGANT DRESSES | 20236 | Apparel & Accessories > Clothing > Dresses | none | |
| 932 | Gem -Pink Check | 20236 | Apparel & Accessories > Clothing > Dresses | COLORFUL DRESSES, ELEGANT DRESSES | 0 | none | |
| 861 | Corrine Multi | 20236 | Apparel & Accessories > Clothing > Dresses | FLORAL PATTERNS, FLORAL PATTERS | 0 | none | |
| 935 | Georgina | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1060 | Simone -Pastel | 0 | CASUAL, DATE NIGHT | -20236 | none |