Fold 0 - Understanding why coefficient 27640 was selected
Tag: FEMININE DRESS
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 27640 | 3.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -27640 | 5.000000 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | No |
These are the training products that have the "FEMININE DRESS" tag (processing sequence 696). 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 |
|---|---|---|---|---|---|---|---|
| 845 | Capri L/S Mini | 27640 | none | 0 | ORGANIC COTTON | ||
| 922 | Firtah | 27640 | none | 0 | none | ||
| 1082 | Wild Heart Mini Slip | 27640 | none | 0 | none | ||
| 1051 | Rosheen -Red | 0 | CUTE DRESSES | -27640 | RIXO DRESSES, HUMANS OF RIXO, RIXO CLOTHING | ||
| 1085 | Zadie -Spring Ink | 0 | CUTE DRESSES | -27640 | RIXO DRESSES, FLORAL PATTERS | ||
| 924 | Fleur | -27640 | CUTE DRESSES, MAXI DRESSES | -55280 | DRESSY, PRIMAVERA |