Fold 1 - Understanding why coefficient 235645218 was selected
Tag: MADE IN LONDON
Selected Coefficient: 235645218
Taxonomy Path: 1.1.10.80.4
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 235645218 | 2.000147 | 1.1.10.80.4 | 4.80.10.1.1 (4*83^4 + 80*83^3 + 10*83^2 + 83 + 1) | Yes | |
| 618170721 | 2.000147 | 1.1.10.2.13 | 13.2.10.1.1 (13*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| 136664066 | 2.000290 | 1.1.1.73.2 | 2.73.1.1.1 (2*83^4 + 73*83^3 + 6889 + 83 + 1) | No | |
| 0 | 3.000145 | 0 | 0 (0) | No | |
| 136636426 | 3.000145 | 0.0.80.72.2 | 2.72.80.0.0 (2*83^4 + 72*83^3 + 80*83^2) | No |
These are the training products that have the "MADE IN LONDON" tag (processing sequence 5691). 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 | 382525503 | none | ||
| 23252 | Silk Prince Shirt I | 235645218 | SLOW FASHION | 0 | none | ||
| 23247 | Rosas Tulle Dress | 136664066 | SLOW FASHION | -98981152 | none | ||
| 23250 | Sergio Max Jumper Dress | 136636426 | MAXI DRESS, SLOW FASHION | -99008792 | none | ||
| 23248 | Rosas Tulle Jumper | 0 | BABY PINK, SLOW FASHION | -235645218 | none |