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: 9
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 | 5.000198 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 0 | 5.000397 | 0 | 0 (0) | No | |
| 403280 | 5.000397 | 0.0.9.1 | 1.9.0.0 (357911 + 9*71^2) | No | |
| 75687 | 5.000595 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| -20236 | 8.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No |
These are the training products that have the "HUMANS OF RIXO" tag (processing sequence 859). 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 |
|---|---|---|---|---|---|---|---|
| 840 | Bridgette - Blue | 403280 | FLORAL PATTERNS, FLORAL PATTERS | 383044 | none | ||
| 834 | Bina -Red | 403280 | FUN SUMMER COLORS | 383044 | none | ||
| 1045 | Preslee -Blue | 75687 | Apparel & Accessories > Clothing > Skirts | none | 55451 | none | |
| 1051 | Rosheen -Red | 20236 | Apparel & Accessories > Clothing > Dresses | BEST DRESS, COLORFUL DRESSES, FEMININE DRESS | 0 | none | |
| 929 | Freya | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | LIGHT WIEHT DRESSES | |
| 935 | Georgina | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 932 | Gem -Pink Check | 0 | COLORFUL DRESSES | -20236 | LIGHT WIEHT DRESSES | ||
| 861 | Corrine Multi | 0 | FLORAL PATTERNS, FLORAL PATTERS | -20236 | none | ||
| 1060 | Simone -Pastel | -20236 | CASUAL, DATE NIGHT, FLATTERING | -40472 | none |