Fold 4 - Understanding why coefficient -3083134 was selected
Tag: BANANA
Selected Coefficient: -3083134
Taxonomy Path: -1.1.20.6
Taxonomy Name:
Products with this tag: 2
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 | 1.000000 | -1.1.20.6 | -6.20.1.1 (-(6*79^3 + 20*79^2 + 79 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "BANANA" tag (processing sequence 3324). 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 |
|---|---|---|---|---|---|---|---|
| 15545 | TOP Maui Banana | 0 | TOPGG | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | |
| 15422 | CALCINHA Paris Banana | -3083134 | CALCINHAM, CALCINHAGG | 0 | none |