Fold 2 - Understanding why coefficient 19 was selected
Tag: CAP
Selected Coefficient: 19
Taxonomy Path: 19
Taxonomy Name: Product Add-Ons
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 19 | 3.000000 | 19 | 19 (19) | Product Add-Ons | Yes |
| 112497 | 3.000000 | 1.2.18 | 18.2.1 (18*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Headwear | No |
| 318291 | 3.000000 | 0.0.51 | 51.0.0 (51*79^2) | No | |
| 7015189 | 3.000000 | 68.3.18.14 | 14.18.3.68 (14*79^3 + 18*79^2 + 3*79 + 68) | No |
These are the training products that have the "CAP" tag (processing sequence 4361). 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 |
|---|---|---|---|---|---|---|---|
| 7219 | MAMA TRUCKER MESH | 7015189 | EMBROIDERED, FOOTBALL | 7015170 | none | ||
| 7418 | 1.5" Graduation Cap & Diploma | 318291 | TYPE_ROYAL ICING, TYPE_DECORATIONS | 318272 | none | ||
| 20445 | WONTON The Frog FISHERMAN HAT | 112497 | Apparel & Accessories > Clothing Accessories > Headwear | none | 112478 | none | |
| 19834 | Extra Dropper | 19 | Product Add-Ons | none | 0 | none |