Fold 2 - Understanding why coefficient -4518564 was selected
Tag: FLORAL PATTERS
Selected Coefficient: -4518564
Taxonomy Path: -1.1.13.9
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -4518564 | 2.000000 | -1.1.13.9 | -9.13.1.1 (-(9*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -599296 | 2.000000 | -2.2.17.1 | -1.17.2.2 (-(493039 + 17*79^2 + 2*79 + 2)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "FLORAL PATTERS" tag (processing sequence 1415). 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 | 0 | FLORAL PATTERNS | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | HUMANS OF RIXO | |
| 1085 | Zadie -Spring Ink | -599296 | BEST DRESS, COLORFUL DRESSES, FLORAL PATTERNS | 3919268 | LIGHT WIEHT DRESSES | ||
| 925 | Flor | -4518564 | CAMI NYC, FLORAL PATTERNS | 0 | none |