Fold 2 - Understanding why coefficient -3083134 was selected
Tag: CALCINHAG
Selected Coefficient: -3083134
Taxonomy Path: -1.1.20.6
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| -3083134 | 5.000000 | -1.1.20.6 | -6.20.1.1 (-(6*79^3 + 20*79^2 + 79 + 1)) | Yes | |
| -986078 | 5.000162 | -0.0.0.2 | -2.0.0.0 (-(2*79^3)) | No | |
| 0 | 5.000164 | 0 | 0 (0) | No | |
| 41327902 | 5.000481 | 0.0.65.4.1 | 1.4.65.0.0 (38950081 + 4*79^3 + 65*79^2) | No | |
| 3083134 | 8.000000 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | No |
These are the training products that have the "CALCINHAG" tag (processing sequence 2323). 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 | 41327902 | CALCINHAP | 44411036 | Apparel & Accessories > Clothing > Lingerie > Women's Underpants > Bikinis | none | |
| 15236 | CALCINHA Laguna Banana | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | CALCINHAP, AMARELO | 6166268 | none | |
| 15251 | CALCINHA Maui Maracujá | 0 | CALCINHAM, CALCINHAP, AMARELO | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | |
| 15565 | CALCINHA Paris Rosé | -986078 | CALCINHAM | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | |
| 15424 | CALCINHA Paris Framboesa | -986078 | CALCINHAP | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | |
| 15253 | CALCINHA Maui Pitaya | -3083134 | CALCINHAM, CALCINHAP | 0 | none | ||
| 15242 | CALCINHA Laguna Pitaya | -3083134 | CALCINHAM, CALCINHAP | 0 | none | ||
| 15426 | CALCINHA Paris Lima | -3083134 | CALCINHAM, CALCINHAP | 0 | none | ||
| 15257 | CALCINHA Maui Violeta | -3083134 | CALCINHAM, CALCINHAP | 0 | none |