Fold 0 - 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: 9
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 | 5.000000 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| -78387694 | 7.000000 | -2.2.1.6.3 | -3.6.1.2.2 (-(3*71^4 + 6*71^3 + 5041 + 2*71 + 2)) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| -136250 | 8.000000 | -1.2.27 | -27.2.1 (-(27*71^2 + 2*71 + 1)) | No |
These are the training products that have the "SUNGLASSES" tag (processing sequence 2196). 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 |
|---|---|---|---|---|---|---|---|
| 5072 | City Strut | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 5086 | High Profile (3 Colors) | 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 | |
| 9165 | ReFramed Place Du Brésil | 0 | CUSTOM LENSES | -136250 | none | ||
| 9214 | Gaillon Sun | 0 | CUSTOM LENSES, MEDIUM, NEW STYLES | -136250 | none | ||
| 9164 | ReFramed Léna | -136250 | CHAMPAGNE, CUSTOM LENSES | -272500 | none | ||
| 9137 | Place Jussieu Sun | -78387694 | CUSTOM LENSES, MEDIUM | -78523944 | none | ||
| 9150 | AHLEM x JORDEN BICKHAM | -78387694 | OVERSIZED, 8MM, DIAMOND FACE, MEDIUM | -78523944 | none |