Fold 0 - Understanding why coefficient 12660 was selected
Tag: LANDSCAPE
Selected Coefficient: 12660
Taxonomy Path: 20.2.2
Taxonomy Name: Religious & Ceremonial > Religious Items > Prayer Cards
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 12660 | 0.000000 | 20.2.2 | 2.2.20 (2*79^2 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Cards | Yes |
These are the training products that have the "LANDSCAPE" tag (processing sequence 1696). 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 |
|---|---|---|---|---|---|---|---|
| 8088 | Christian Art Gifts Three Piece Landscape Gift Bag with Card - Best Mom Ever, Large | 12660 | Religious & Ceremonial > Religious Items > Prayer Cards | none | 0 | none |