Fold 2 - Understanding why coefficient -3634633 was selected
Tag: FLORAL PATTERS
Selected Coefficient: -3634633
Taxonomy Path: -1.1.11.10
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -3634633 | 3.000198 | -1.1.11.10 | -10.11.1.1 (-(10*71^3 + 11*71^2 + 71 + 1)) | Yes | |
| -3286804 | 3.000198 | -1.1.13.9 | -9.13.1.1 (-(9*71^3 + 13*71^2 + 71 + 1)) | No | |
| -443752 | 4.000000 | -2.2.17.1 | -1.17.2.2 (-(357911 + 17*71^2 + 2*71 + 2)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 423516 | 4.000000 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
These are the training products that have the "FLORAL PATTERS" tag (processing sequence 767). 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 |
|---|---|---|---|---|---|---|---|
| 1008 | Marika | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 4058149 | PATTERN | |
| 840 | Bridgette - Blue | 0 | FLORAL PATTERNS | 3634633 | HUMANS OF RIXO | ||
| 1085 | Zadie -Spring Ink | -443752 | BEST DRESS, COLORFUL DRESSES, CUTE DRESSES, FLORAL DRESSES, FLORAL PATTERNS | 3190881 | none | ||
| 925 | Flor | -3286804 | CAMI NYC, FLORAL PATTERNS | 347829 | none | ||
| 1028 | Nori | -3634633 | CAMI NYC, FLORAL PATTERNS | 0 | none |