Fold 2 - Understanding why coefficient -1156771 was selected
Tag: MUSIC FASHION
Selected Coefficient: -1156771
Taxonomy Path: -0.76.1.2
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? |
|---|---|---|---|---|---|
| -1156771 | 3.012048 | -0.76.1.2 | -2.1.76.0 (-(2*83^3 + 6889 + 76*83)) | Yes | |
| -605817 | 3.012048 | -0.78.4.1 | -1.4.78.0 (-(571787 + 4*83^2 + 78*83)) | No | |
| -1178103 | 4.000000 | -1.1.5.2 | -2.5.1.1 (-(2*83^3 + 5*83^2 + 83 + 1)) | No | |
| 1191976 | 4.000000 | 13.2.7.2 | 2.7.2.13 (2*83^3 + 7*83^2 + 2*83 + 13) | No | |
| 1213557 | 4.000000 | 14.13.10.2 | 2.10.13.14 (2*83^3 + 10*83^2 + 13*83 + 14) | No |
These are the training products that have the "MUSIC FASHION" tag (processing sequence 6960). 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 |
|---|---|---|---|---|---|---|---|
| 33989 | Music Note LED | 1213557 | none | 2370328 | none | ||
| 34005 | N.W.A Vinyl Wall Clock | 1191976 | BEST SELLING | 2348747 | none | ||
| 33997 | Drum N Styx Pendant | -605817 | BEST SELLING | 550954 | none | ||
| 34004 | Rock Hero Canvas Shoes | -1156771 | BEST SELLING | 0 | none | ||
| 33968 | Metal Shield Bluetooth Speaker | -1178103 | SPEAKERS, BEST SELLING | -21332 | none |