Fold 3 - Understanding why coefficient -237569906 was selected
Tag: REDNESS
Selected Coefficient: -237569906
Taxonomy Path: -0.0.67.7.6
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -237569906 | 1.000320 | -0.0.67.7.6 | -6.7.67.0.0 (-(6*79^4 + 7*79^3 + 67*79^2)) | Yes | |
| 350550729 | 1.000320 | 0.0.0.0.9 | 9.0.0.0.0 (9*79^4) | No | |
| 744376552 | 1.000320 | 0.0.61.8.19 | 19.8.61.0.0 (19*79^4 + 8*79^3 + 61*79^2) | No | |
| 505771 | 3.000000 | 13.3.2.1 | 1.2.3.13 (493039 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Bath & Body | No |
These are the training products that have the "REDNESS" tag (processing sequence 4349). 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 |
|---|---|---|---|---|---|---|---|
| 10084 | Rejuvenating eye balm (Wholesale) | 744376552 | EYE CARE | 981946458 | none | ||
| 10082 | Protective Day Cream SPF 23 (Wholesale) | 350550729 | OILY SKIN | 588120635 | none | ||
| 10087 | Soothing body lotion (Wholesale) | 505771 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | 238075677 | none | |
| 10083 | Skin repair gel (Wholesale) | -237569906 | OILY SKIN | 0 | none |