Fold 3 - Understanding why coefficient -289241554 was selected
Tag: REDNESS
Selected Coefficient: -289241554
Taxonomy Path: -0.0.71.7.6
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? |
|---|---|---|---|---|---|
| -289241554 | 1.000145 | -0.0.71.7.6 | -6.7.71.0.0 (-(6*83^4 + 7*83^3 + 71*83^2)) | Yes | |
| 0 | 1.000145 | 0 | 0 (0) | No | |
| 585827 | 2.000000 | 13.3.2.1 | 1.2.3.13 (571787 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "REDNESS" tag (processing sequence 6277). 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 |
|---|---|---|---|---|---|---|---|
| 10087 | Soothing body lotion (Wholesale) | 585827 | none | 289827381 | none | ||
| 10084 | Rejuvenating eye balm (Wholesale) | 0 | EYE CARE | 289241554 | none | ||
| 10083 | Skin repair gel (Wholesale) | -289241554 | OILY SKIN | 0 | none |