Fold 1 - Understanding why coefficient 3568586 was selected
Tag: CALCINHAM
Selected Coefficient: 3568586
Taxonomy Path: 1.1.20.6
Taxonomy Name:
Products with this tag: 16
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? |
|---|---|---|---|---|---|
| 3568586 | 0.000005 | 1.1.20.6 | 6.20.1.1 (6*83^3 + 20*83^2 + 83 + 1) | Yes | |
| 2425012 | 0.000023 | 1.1.20.4 | 4.20.1.1 (4*83^3 + 20*83^2 + 83 + 1) | No |
These are the training products that have the "CALCINHAM" tag (processing sequence 2652). 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 |
|---|---|---|---|---|---|---|---|
| 15226 | CALCINHA Capri Banana | 3568586 | none | 0 | 10PORCENTO, CALCINHAGG | ||
| 15414 | CALCINHA Monaco Celeste | 3568586 | none | 0 | CALCINHAGG | ||
| 15422 | CALCINHA Paris Banana | 3568586 | none | 0 | 10PORCENTO, CALCINHAGG | ||
| 15426 | CALCINHA Paris Lima | 3568586 | none | 0 | 10PORCENTO | ||
| 15241 | CALCINHA Laguna Maracujá | 3568586 | none | 0 | CALCINHAGG | ||
| 15242 | CALCINHA Laguna Pitaya | 3568586 | none | 0 | none | ||
| 15247 | CALCINHA Maui Framboesa | 3568586 | none | 0 | 10PORCENTO, CALCINHAGG | ||
| 15248 | CALCINHA Maui Fúcsia | 3568586 | none | 0 | none | ||
| 15251 | CALCINHA Maui Maracujá | 3568586 | none | 0 | none | ||
| 15252 | CALCINHA Maui Menta | 3568586 | none | 0 | CALCINHAGG | ||
| 15253 | CALCINHA Maui Pitaya | 3568586 | none | 0 | none | ||
| 15256 | CALCINHA Maui Verde Água | 3568586 | none | 0 | none | ||
| 15257 | CALCINHA Maui Violeta | 3568586 | none | 0 | none | ||
| 15228 | CALCINHA Capri Framboesa | 2425012 | none | -1143574 | 10PORCENTO, CALCINHAGG | ||
| 15249 | CALCINHA Maui Lilás | 2425012 | none | -1143574 | none | ||
| 15565 | CALCINHA Paris Rosé | 2425012 | none | -1143574 | none |