Fold 0 - Understanding why coefficient 1213557 was selected
Tag: MUSIC FASHION
Selected Coefficient: 1213557
Taxonomy Path: 14.13.10.2
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? |
|---|---|---|---|---|---|
| 1213557 | 2.012048 | 14.13.10.2 | 2.10.13.14 (2*83^3 + 10*83^2 + 13*83 + 14) | Yes | |
| 2404524 | 2.012048 | 14.3.17.4 | 4.17.3.14 (4*83^3 + 17*83^2 + 3*83 + 14) | No | |
| 34445 | 3.000000 | 0.0.5 | 5.0.0 (5*83^2) | No | |
| 606731 | 3.000000 | 1.6.5.1 | 1.5.6.1 (571787 + 5*83^2 + 6*83 + 1) | No |
These are the training products that have the "MUSIC FASHION" tag (processing sequence 6703). 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 |
|---|---|---|---|---|---|---|---|
| 34005 | N.W.A Vinyl Wall Clock | 2404524 | none | 1190967 | BEST SELLING | ||
| 33989 | Music Note LED | 1213557 | none | 0 | none | ||
| 33997 | Drum N Styx Pendant | 606731 | none | -606826 | BEST SELLING | ||
| 33968 | Metal Shield Bluetooth Speaker | 34445 | SPEAKERS | -1179112 | BEST SELLING |