Fold 3 - Understanding why coefficient -661428 was selected
Tag: FLORAL PATTERNS
Selected Coefficient: -661428
Taxonomy Path: -1.1.13.1
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? |
|---|---|---|---|---|---|
| -661428 | 3.000000 | -1.1.13.1 | -1.13.1.1 (-(571787 + 13*83^2 + 83 + 1)) | Yes | |
| 27640 | 3.000145 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 661428 | 3.000145 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "FLORAL PATTERNS" tag (processing sequence 4014). 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 |
|---|---|---|---|---|---|---|---|
| 930 | Frontier Blouse | 661428 | none | 1322856 | none | ||
| 925 | Flor | 27640 | FLORAL PATTERS, CAMI NYC | 689068 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Breakaway & Safety Collars | TOPS | |
| 1046 | Rania | 0 | CUTE DRESSES | 661428 | none | ||
| 840 | Bridgette - Blue | -661428 | FLORAL PATTERS, SUMMER TOPS | 0 | none | ||
| 1085 | Zadie -Spring Ink | -661428 | CUTE DRESSES, FLORAL PATTERS | 0 | none |