Fold 3 - Understanding why coefficient -2097056 was selected
Tag: TUP
Selected Coefficient: -2097056
Taxonomy Path: -1.1.20.4
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -2097056 | 1.000160 | -1.1.20.4 | -4.20.1.1 (-(4*79^3 + 20*79^2 + 79 + 1)) | Yes | |
| 39230846 | 1.000160 | 78.77.44.0.1 | 1.0.44.77.78 (38950081 + 44*79^2 + 77*79 + 78) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "TUP" tag (processing sequence 2596). 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 |
|---|---|---|---|---|---|---|---|
| 15420 | CALCINHA Monaco Uva | 39230846 | CALCINHAP, CALCINHAGG | 41327902 | none | ||
| 15564 | CALCINHA Paris Preto | 0 | CALCINHAP | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | |
| 15419 | CALCINHA Monaco Turquesa | -2097056 | CALCINHAP, CALCINHAGG | 0 | none |