Fold 0 - Understanding why coefficient -3568586 was selected
Tag: CALCINHAG
Selected Coefficient: -3568586
Taxonomy Path: -1.1.20.6
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -3568586 | 3.000000 | -1.1.20.6 | -6.20.1.1 (-(6*83^3 + 20*83^2 + 83 + 1)) | Yes | |
| -1143574 | 4.000145 | -0.0.0.2 | -2.0.0.0 (-(2*83^3)) | No | |
| 50220810 | 4.000290 | 0.0.69.4.1 | 1.4.69.0.0 (47458321 + 4*83^3 + 69*83^2) | No |
These are the training products that have the "CALCINHAG" tag (processing sequence 4132). 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 |
|---|---|---|---|---|---|---|---|
| 15416 | CALCINHA Monaco Lima | 50220810 | CALCINHAP | 53789396 | Apparel & Accessories > Clothing > Lingerie > Women's Underpants > Bikinis | MÔNACO | |
| 15424 | CALCINHA Paris Framboesa | -1143574 | CALCINHAP | 2425012 | none | ||
| 15565 | CALCINHA Paris Rosé | -1143574 | CALCINHAM | 2425012 | none | ||
| 15253 | CALCINHA Maui Pitaya | -3568586 | CALCINHAM, CALCINHAP | 0 | none | ||
| 15426 | CALCINHA Paris Lima | -3568586 | CALCINHAM, CALCINHAP | 0 | none | ||
| 15563 | CALCINHA Paris Oliva | -3568586 | CALCINHAM, CALCINHAP | 0 | none | ||
| 15257 | CALCINHA Maui Violeta | -3568586 | CALCINHAM, CALCINHAP | 0 | none |