Fold 4 - Understanding why coefficient -1591535 was selected
Tag: REFRAMED
Selected Coefficient: -1591535
Taxonomy Path: -1.1.18.3
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? |
|---|---|---|---|---|---|
| -1591535 | 3.000000 | -1.1.18.3 | -3.18.1.1 (-(3*79^3 + 18*79^2 + 79 + 1)) | Yes | |
| -586904 | 3.000000 | -13.3.15.1 | -1.15.3.13 (-(493039 + 15*79^2 + 3*79 + 13)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 168666 | 3.000000 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | No |
These are the training products that have the "REFRAMED" tag (processing sequence 2422). 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 |
|---|---|---|---|---|---|---|---|
| 9163 | ReFramed Montmartre | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 1760201 | SUNGLASSES | |
| 9152 | ReFramed Port Royal | 0 | CUSTOM LENSES | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | SUNGLASSES | |
| 9165 | ReFramed Place Du Brésil | -586904 | LAVENDER, CUSTOM LENSES | 1004631 | SUNGLASSES | ||
| 9164 | ReFramed Léna | -1591535 | ORANGE, CUSTOM LENSES | 0 | SUNGLASSES |