Fold 0 - Understanding why coefficient 27640 was selected
Tag: SEXY WOMENS
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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 | 2.000145 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 103419 | 2.000145 | 1.1.15 | 15.1.1 (15*83^2 + 83 + 1) | No | |
| 3423567 | 3.000000 | 66.79.81.5 | 5.81.79.66 (5*83^3 + 81*83^2 + 79*83 + 66) | No | |
| 4539416 | 3.000000 | 63.77.77.7 | 7.77.77.63 (7*83^3 + 77*83^2 + 77*83 + 63) | No |
These are the training products that have the "SEXY WOMENS" tag (processing sequence 6726). 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 |
|---|---|---|---|---|---|---|---|
| 31690 | Skull Tops Harajuku Womens Tank Top | 4539416 | SKULL, CROP TOP, PUNK | 4511776 | none | ||
| 31736 | Short Mesh Sleeve Tee Shirt Top | 3423567 | CHEAP, PUNK | 3395927 | none | ||
| 31744 | PUNK Tutu Skirt Harajuku | 103419 | none | 75779 | none | ||
| 31745 | Cosmic Doll Collar Dress Womens | 27640 | none | 0 | none |