Fold 3 - Understanding why coefficient 168666 was selected
Tag: REFRAMED
Selected Coefficient: 168666
Taxonomy Path: 1.2.27
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sunglasses
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 168666 | 1.012658 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| 1591535 | 1.025316 | 1.1.18.3 | 3.18.1.1 (3*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "REFRAMED" tag (processing sequence 2426). 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 |
|---|---|---|---|---|---|---|---|
| 9152 | ReFramed Port Royal | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | CUSTOM LENSES | 1422869 | none | |
| 9151 | ReFramed Saint Germain | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9163 | ReFramed Montmartre | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9164 | ReFramed Léna | 0 | ORANGE, CUSTOM LENSES | -168666 | none |