Fold 0 - Understanding why coefficient -1123460 was selected
Tag: FESTIVE
Selected Coefficient: -1123460
Taxonomy Path: -1.1.22.2
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -1123460 | 1.000000 | -1.1.22.2 | -2.22.1.1 (-(2*79^3 + 22*79^2 + 79 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "FESTIVE" tag (processing sequence 3182). 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 |
|---|---|---|---|---|---|---|---|
| 22106 | Lights Delight Dog Bandana | 0 | DOG BANDANA | 1123460 | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | none | |
| 14473 | Leilani | -1123460 | __SHOW:PRICE, _TAB3:SHOWPRICE | 0 | none |