Fold 1 - Understanding why coefficient 136250 was selected
Tag: CUSTOM LENSES
Selected Coefficient: 136250
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? |
|---|---|---|---|---|---|
| 136250 | 2.000000 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| -2792643 | 3.000000 | -0.70.56.7 | -7.56.70.0 (-(7*71^3 + 56*71^2 + 70*71)) | No | |
| 49714 | 3.000000 | 14.61.9 | 9.61.14 (9*71^2 + 61*71 + 14) | No |
These are the training products that have the "CUSTOM LENSES" tag (processing sequence 1015). 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 |
|---|---|---|---|---|---|---|---|
| 9137 | Place Jussieu Sun | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | MEDIUM, SUNGLASSES | |
| 9214 | Gaillon Sun | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | MEDIUM, NEW HINGE, SUNGLASSES | |
| 9164 | ReFramed Léna | 49714 | CHAMPAGNE | -86536 | SUNGLASSES, REFRAMED | ||
| 9152 | ReFramed Port Royal | -2792643 | BLACK | -2928893 | SUNGLASSES, REFRAMED |