Fold 2 - Understanding why coefficient -10971758 was selected
Tag: ITALIAN
Selected Coefficient: -10971758
Taxonomy Path: -1.1.20.22
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -10971758 | 3.000000 | -1.1.20.22 | -22.20.1.1 (-(22*79^3 + 20*79^2 + 79 + 1)) | Yes | |
| -7888624 | 3.000000 | -0.0.0.16 | -16.0.0.0 (-(16*79^3)) | No | |
| 10971758 | 4.000000 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
These are the training products that have the "ITALIAN" tag (processing sequence 2788). 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 |
|---|---|---|---|---|---|---|---|
| 1059 | Showpony | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 21943516 | SWIM | |
| 841 | Brigitte Set: Orange | -7888624 | SWIMSUITS | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | |
| 1066 | Susan Set | -7888624 | SWIMSUITS | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | |
| 995 | Laila | -10971758 | ONE SIZE, SWIMSUITS | 0 | none | ||
| 1038 | Papaia | -10971758 | ONE SIZE, SWIMSUITS | 0 | none |