Fold 0 - Understanding why coefficient -4663937 was selected
Tag: SUMMER OUTFIT
Selected Coefficient: -4663937
Taxonomy Path: -1.1.13.8
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? |
|---|---|---|---|---|---|
| -4663937 | 3.012048 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -55611 | 3.012048 | -1.6.8 | -8.6.1 (-(8*83^2 + 6*83 + 1)) | No | |
| 0 | 3.012048 | 0 | 0 (0) | No | |
| 96073579 | 3.012048 | 0.78.1.2.2 | 2.2.1.78.0 (2*83^4 + 2*83^3 + 6889 + 78*83) | No | |
| 55280 | 4.000000 | 2.2.8 | 8.2.2 (8*83^2 + 2*83 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | No |
These are the training products that have the "SUMMER OUTFIT" tag (processing sequence 5715). 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 |
|---|---|---|---|---|---|---|---|
| 901 | Dreamy | 96073579 | LAYERING | 100737516 | TOPS | ||
| 970 | Magda Dress | 55280 | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | FREE PEOPLE DRESSES | 4719217 | none | |
| 1035 | Paige | 0 | RAILS | 4663937 | ATTIRE | ||
| 933 | Georgette Ruffle | -55611 | CUTE DRESSES, LAYERING | 4608326 | ATTIRE | ||
| 1024 | Motley: Army | -4663937 | BLOUSES, SHORT SLEEVES | 0 | none |