Fold 3 - Understanding why coefficient -1422869 was selected
Tag: CUSTOM LENSES
Selected Coefficient: -1422869
Taxonomy Path: -0.78.69.2
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? |
|---|---|---|---|---|---|
| -1422869 | 1.012658 | -0.78.69.2 | -2.69.78.0 (-(2*79^3 + 69*79^2 + 78*79)) | Yes | |
| 0 | 1.012658 | 0 | 0 (0) | No | |
| 168666 | 2.000000 | 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 "CUSTOM LENSES" tag (processing sequence 1156). 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 | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | REFRAMED |
| 9137 | Place Jussieu Sun | 0 | 22K | 1422869 | SS23 | ||
| 9164 | ReFramed Léna | -1422869 | ORANGE | 0 | REFRAMED |