Fold 4 - Understanding why coefficient 618170721 was selected
Tag: LONDON DESIGNER
Selected Coefficient: 618170721
Taxonomy Path: 1.1.10.2.13
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 618170721 | 2.000000 | 1.1.10.2.13 | 13.2.10.1.1 (13*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | Yes | |
| -27640 | 3.000000 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | No | |
| 6923445 | 3.000000 | 0.0.9.12 | 12.9.0.0 (12*83^3 + 9*83^2) | No |
These are the training products that have the "LONDON DESIGNER" tag (processing sequence 4825). 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 |
|---|---|---|---|---|---|---|---|
| 23260 | FRENCH TRENCH COAT | 618170721 | none | 0 | none | ||
| 23261 | FRENCH TRENCH COAT | 618170721 | none | 0 | none | ||
| 23248 | Rosas Tulle Jumper | 6923445 | SLOW FASHION | -611247276 | BABY PINK | ||
| 23250 | Sergio Max Jumper Dress | -27640 | MAXI DRESS, SLOW FASHION | -618198361 | none |