Fold 1 - Understanding why coefficient 796 was selected
Tag: FY
Selected Coefficient: 796
Taxonomy Path: 15.11
Taxonomy Name: Luggage & Bags > Shopping Totes
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? |
|---|---|---|---|---|---|
| 796 | 1.000000 | 15.11 | 11.15 (11*71 + 15) | Luggage & Bags > Shopping Totes | Yes |
| 1875324 | 1.000000 | 1.1.17.5 | 5.17.1.1 (5*71^3 + 17*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Robes | No |
These are the training products that have the "FY" tag (processing sequence 1255). 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 |
|---|---|---|---|---|---|---|---|
| 7100 | Blossom Aqua Gown - One Hundred Stars | 1875324 | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Robes | none | 1874528 | none | |
| 7092 | Canvas Bag - Stork Lipstick Pink - One Hundred Stars | 796 | Luggage & Bags > Shopping Totes | none | 0 | none |