Fold 4 - Understanding why coefficient -423516 was selected
Tag: FLORAL PATTERS
Selected Coefficient: -423516
Taxonomy Path: -1.1.13.1
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? |
|---|---|---|---|---|---|
| -423516 | 3.000198 | -1.1.13.1 | -1.13.1.1 (-(357911 + 13*71^2 + 71 + 1)) | Yes | |
| -403280 | 3.000198 | -0.0.9.1 | -1.9.0.0 (-(357911 + 9*71^2)) | No | |
| -368065 | 3.000198 | -1.1.2.1 | -1.2.1.1 (-(357911 + 2*71^2 + 71 + 1)) | No | |
| 0 | 3.000198 | 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 1191). 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 | 847032 | PATTERN | |
| 840 | Bridgette - Blue | 0 | FLORAL PATTERNS | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | HUMANS OF RIXO | |
| 1028 | Nori | -368065 | CAMI NYC, FLORAL PATTERNS | 55451 | none | ||
| 861 | Corrine Multi | -403280 | FLORAL PATTERNS | 20236 | Apparel & Accessories > Clothing > Dresses | HUMANS OF RIXO | |
| 1085 | Zadie -Spring Ink | -423516 | COLORFUL DRESSES, FLORAL PATTERNS | 0 | none |