Fold 1 - Understanding why coefficient 3083134 was selected
Tag: CALCINHAM
Selected Coefficient: 3083134
Taxonomy Path: 1.1.20.6
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Classic Bikinis
Products with this tag: 10
Unique residual values tried: 2
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 | 0.000004 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | Yes |
| 2097056 | 0.000016 | 1.1.20.4 | 4.20.1.1 (4*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | No |
These are the training products that have the "CALCINHAM" tag (processing sequence 1847). 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 |
|---|---|---|---|---|---|---|---|
| 15563 | CALCINHA Paris Oliva | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | CALCINHAP | |
| 15229 | CALCINHA Capri Lima | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | CALCINHAP, CALCINHAGG | |
| 15242 | CALCINHA Laguna Pitaya | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | CALCINHAP | |
| 15248 | CALCINHA Maui Fúcsia | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | CALCINHAP | |
| 15422 | CALCINHA Paris Banana | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | CALCINHAP, CALCINHAGG, BANANA | |
| 15426 | CALCINHA Paris Lima | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | CALCINHAP | |
| 15252 | CALCINHA Maui Menta | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | CALCINHAGG | |
| 15414 | CALCINHA Monaco Celeste | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | CALCINHAP, CALCINHAGG, MÔNACO | |
| 15249 | CALCINHA Maui Lilás | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | -986078 | CALCINHAP | |
| 15228 | CALCINHA Capri Framboesa | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | -986078 | CALCINHAP, CALCINHAGG |