Fold 4 - Understanding why coefficient -27640 was selected
Tag: FLORAL PATTERS
Selected Coefficient: -27640
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -27640 | 3.000000 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | Yes | |
| 0 | 3.000145 | 0 | 0 (0) | No | |
| 75779 | 3.000145 | 0.0.11 | 11.0.0 (11*83^2) | No | |
| 661428 | 4.000000 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "FLORAL PATTERS" tag (processing sequence 5620). 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 | 661428 | none | 689068 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Breakaway & Safety Collars | PATTERN, GARDEN | |
| 1028 | Nori | 75779 | FLORAL PATTERNS | 103419 | none | ||
| 861 | Corrine Multi | 0 | HUMANS OF RIXO, RIXO CLOTHING, FLORAL PATTERNS | 27640 | none | ||
| 840 | Bridgette - Blue | -27640 | HUMANS OF RIXO, SUMMER TOPS, RIXO CLOTHING, FLORAL PATTERNS | 0 | none | ||
| 1085 | Zadie -Spring Ink | -27640 | CUTE DRESSES, FLORAL PATTERNS | 0 | none |