Fold 3 - 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 | |
| 10974261 | 2.000145 | 1.1.16.19 | 19.16.1.1 (19*83^3 + 16*83^2 + 83 + 1) | No | |
| -34880 | 3.000000 | -20.5.5 | -5.5.20 (-(5*83^2 + 5*83 + 20)) | No | |
| 131241 | 3.000000 | 18.4.19 | 19.4.18 (19*83^2 + 4*83 + 18) | No |
These are the training products that have the "SEXY WOMENS" tag (processing sequence 6753). 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 |
|---|---|---|---|---|---|---|---|
| 31736 | Short Mesh Sleeve Tee Shirt Top | 10974261 | CHEAP, PUNK, GOTH | 10946621 | none | ||
| 31744 | PUNK Tutu Skirt Harajuku | 131241 | GOTH | 103601 | none | ||
| 31745 | Cosmic Doll Collar Dress Womens | 27640 | none | 0 | none | ||
| 31690 | Skull Tops Harajuku Womens Tank Top | -34880 | CROP TOP, PUNK, SKULL | -62520 | none |