Fold 3 - Understanding why coefficient 168666 was selected
Tag: 22K
Selected Coefficient: 168666
Taxonomy Path: 1.2.27
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sunglasses
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 168666 | 4.025316 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| 4025525 | 4.025316 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 219054 | 7.000000 | 66.7.35 | 35.7.66 (35*79^2 + 7*79 + 66) | No |
These are the training products that have the "22K" tag (processing sequence 270). 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 |
|---|---|---|---|---|---|---|---|
| 9193 | Rue Amélie | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | GOLD, 8MM | 3856859 | ACETATE, AHLEM, NEW HINGE | |
| 9167 | Rue de Turenne | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | GOLD, 8MM | 3856859 | ACETATE, AHLEM, NEW HINGE | |
| 9186 | Auber | 219054 | METAL | 50388 | none | ||
| 9213 | Gaillon | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9137 | Place Jussieu Sun | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | CUSTOM LENSES, SS23 | |
| 9208 | Rue de Charonne | 0 | GOLD, PINK, 8MM | -168666 | ACETATE, NEW HINGE | ||
| 9209 | Lille | 0 | GOLD, PINK, 8MM | -168666 | ACETATE, AHLEM | ||
| 9191 | Rue Berthe | 0 | GOLD, PINK, 8MM | -168666 | ACETATE, AHLEM, CAT-EYE, NEW HINGE |