Fold 4 - Understanding why coefficient 27640 was selected
Tag: FLORAL PATTERNS
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 27640 | 3.000435 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 103419 | 3.000435 | 1.1.15 | 15.1.1 (15*83^2 + 83 + 1) | No | |
| 661428 | 3.000435 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | No | |
| 6372409 | 3.000435 | 1.1.12.11 | 11.12.1.1 (11*83^3 + 12*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 5378). 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 |
|---|---|---|---|---|---|---|---|
| 919 | Fatou | 6372409 | none | 6344769 | GARDEN | ||
| 930 | Frontier Blouse | 661428 | none | 633788 | SMYTHE WEAR | ||
| 1028 | Nori | 103419 | none | 75779 | FLORAL PATTERS | ||
| 861 | Corrine Multi | 27640 | HUMANS OF RIXO, RIXO CLOTHING | 0 | FLORAL PATTERS | ||
| 840 | Bridgette - Blue | 0 | HUMANS OF RIXO, SUMMER TOPS, RIXO CLOTHING | -27640 | FLORAL PATTERS | ||
| 1046 | Rania | 0 | CUTE DRESSES | -27640 | GARDEN | ||
| 1085 | Zadie -Spring Ink | 0 | CUTE DRESSES | -27640 | FLORAL PATTERS |