Fold 3 - Understanding why coefficient 136250 was selected
Tag: GEOMETRIC
Selected Coefficient: 136250
Taxonomy Path: 1.2.27
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sunglasses
Products with this tag: 2
Unique residual values tried: 2
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 | 0.014085 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| 2928893 | 0.014085 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "GEOMETRIC" tag (processing sequence 1273). 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 |
|---|---|---|---|---|---|---|---|
| 5014 | BADASS PLATE NECKLACE | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | PENDANT NECKLACE, CHAIN NECKLACE | 2792643 | STACKING | |
| 9188 | Place de la Concorde | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | OVERSIZED, DOWN TRIANGLE FACE | 0 | WHITE GOLD |