Fold 0 - 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: 7
Unique residual values tried: 6
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 | 4.000000 | 1.1.10.2.13 | 13.2.10.1.1 (13*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | Yes | |
| 855462326 | 4.000000 | 1.1.10.2.18 | 18.2.10.1.1 (18*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| -92057707 | 5.000002 | -0.0.0.78.1 | -1.78.0.0.0 (-(47458321 + 78*83^3)) | No | |
| 0 | 5.000002 | 0 | 0 (0) | No | |
| -99036432 | 6.000000 | -2.2.17.7.2 | -2.7.17.2.2 (-(2*83^4 + 7*83^3 + 17*83^2 + 2*83 + 2)) | No | |
| -99008792 | 6.000000 | -1.1.13.7.2 | -2.7.13.1.1 (-(2*83^4 + 7*83^3 + 13*83^2 + 83 + 1)) | No |
These are the training products that have the "LONDON DESIGNER" tag (processing sequence 6463). 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 |
|---|---|---|---|---|---|---|---|
| 23258 | SQUARE TAILORED LINEN JACKET | 855462326 | none | 237291605 | none | ||
| 23261 | FRENCH TRENCH COAT | 618170721 | none | 0 | none | ||
| 23260 | FRENCH TRENCH COAT | 618170721 | none | 0 | none | ||
| 23252 | Silk Prince Shirt I | 0 | SLOW FASHION | -618170721 | none | ||
| 23248 | Rosas Tulle Jumper | -92057707 | SLOW FASHION | -710228428 | none | ||
| 23250 | Sergio Max Jumper Dress | -99008792 | MAXI DRESS, SLOW FASHION | -717179513 | none | ||
| 23254 | Silky Slip Dress | -99036432 | SLIP DRESS, MAXI DRESS, SLOW FASHION | -717207153 | SPRING SUMMER |