Fold 2 - Understanding why coefficient 2248358 was selected
Tag: ITALIAN
Selected Coefficient: 2248358
Taxonomy Path: 1.1.20.6
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Classic Bikinis
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 2248358 | 3.000000 | 1.1.20.6 | 6.20.1.1 (6*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | Yes |
| 5046041 | 3.000000 | 0.0.7.14 | 14.7.0.0 (14*71^3 + 7*71^2) | No | |
| 4214204 | 4.000000 | 70.69.54.11 | 11.54.69.70 (11*71^3 + 54*71^2 + 69*71 + 70) | No |
These are the training products that have the "ITALIAN" tag (processing sequence 1504). 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 |
|---|---|---|---|---|---|---|---|
| 995 | Laila | 5046041 | BLACK | 2797683 | none | ||
| 1038 | Papaia | 5046041 | BLACK | 2797683 | none | ||
| 1059 | Showpony | 4214204 | BLACK, TAN, BEACH | 1965846 | SWIM | ||
| 1066 | Susan Set | 2248358 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 1071 | The Longboarder | 2248358 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none |