Fold 2 - Understanding why coefficient 661428 was selected
Tag: S
Selected Coefficient: 661428
Taxonomy Path: 1.1.13.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 661428 | 0.000292 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | Yes | |
| 4092150 | 0.000294 | 1.1.13.7 | 7.13.1.1 (7*83^3 + 13*83^2 + 83 + 1) | No | |
| 27640 | 0.000581 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 96129190 | 0.000581 | 1.1.10.2.2 | 2.2.10.1.1 (2*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No |
These are the training products that have the "S" tag (processing sequence 5712). 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 |
|---|---|---|---|---|---|---|---|
| 33740 | Navy Cotton-Moleskin Bomber Jacket | 96129190 | none | 95467762 | none | ||
| 8563 | Blue Cotton Cashmere Shirt | 4092150 | none | 3430722 | XXL, AW22 | ||
| 17741 | Camiseta Mangas Petalo Azul 11930 | 661428 | none | 0 | none | ||
| 31497 | V Neck Solid Color Casual Tops | 661428 | none | 0 | none | ||
| 31496 | Solid Color Ruffled Midi Slip Dress | 27640 | none | -633788 | none |