Fold 2 - Understanding why coefficient 136250 was selected
Tag: SUNGLASSES
Selected Coefficient: 136250
Taxonomy Path: 1.2.27
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sunglasses
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 136250 | 2.014085 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| 2928893 | 2.042254 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| -2792643 | 4.014085 | -0.70.56.7 | -7.56.70.0 (-(7*71^3 + 56*71^2 + 70*71)) | No | |
| 0 | 4.014085 | 0 | 0 (0) | No |
These are the training products that have the "SUNGLASSES" tag (processing sequence 2193). 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 |
|---|---|---|---|---|---|---|---|
| 9165 | ReFramed Place Du Brésil | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | CUSTOM LENSES | 2792643 | none | |
| 5072 | City Strut | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9151 | ReFramed Saint Germain | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9163 | ReFramed Montmartre | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9152 | ReFramed Port Royal | 0 | BLACK, CUSTOM LENSES | -136250 | none | ||
| 9150 | AHLEM x JORDEN BICKHAM | -2792643 | OVERSIZED, 8MM, MEDIUM, OVAL FACE | -2928893 | none |