Fold 2 - Understanding why coefficient -3083134 was selected
Tag: AMARELO
Selected Coefficient: -3083134
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? |
|---|---|---|---|---|---|
| -3083134 | 4.000000 | -1.1.20.6 | -6.20.1.1 (-(6*79^3 + 20*79^2 + 79 + 1)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 2097056 | 6.000000 | 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 "AMARELO" tag (processing sequence 2243). 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 |
|---|---|---|---|---|---|---|---|
| 15231 | CALCINHA Capri Maracujá | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | 5180190 | CALCINHAGG | |
| 15236 | CALCINHA Laguna Banana | 0 | CALCINHAP | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | CALCINHAG | |
| 15258 | CALCINHA Monaco Banana | 0 | CALCINHAP | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | CALCINHAGG | |
| 15545 | TOP Maui Banana | 0 | TOPGG | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | BANANA | |
| 15241 | CALCINHA Laguna Maracujá | -3083134 | CALCINHAM, CALCINHAP | 0 | CALCINHAGG | ||
| 15226 | CALCINHA Capri Banana | -3083134 | CALCINHAM, CALCINHAP | 0 | CALCINHAGG | ||
| 15251 | CALCINHA Maui Maracujá | -3083134 | CALCINHAM, CALCINHAP | 0 | CALCINHAG |