Fold 1 - Understanding why coefficient 423516 was selected
Tag: FLORAL PATTERNS
Selected Coefficient: 423516
Taxonomy Path: 1.1.13.1
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Blouses
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? |
|---|---|---|---|---|---|
| 423516 | 2.000000 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | Yes |
| -2863288 | 3.000000 | -0.0.0.8 | -8.0.0.0 (-(8*71^3)) | No | |
| -40472 | 3.000000 | -2.2.8 | -8.2.2 (-(8*71^2 + 2*71 + 2)) | No |
These are the training products that have the "FLORAL PATTERNS" tag (processing sequence 1209). 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 | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | FLORAL PATTERS, HUMANS OF RIXO | |
| 930 | Frontier Blouse | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 1085 | Zadie -Spring Ink | -40472 | BEST DRESS, COLORFUL DRESSES, FEMININE DRESS | -463988 | FLORAL PATTERS, FLOWY DRESSES, LIGHT WIEHT DRESSES, RIXO DRESSES | ||
| 925 | Flor | -2863288 | CAMI NYC | -3286804 | FLORAL PATTERS |